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    ├──1 – Introduction

    | ├──1 – Course Outline Arabic.srt 11.33kb

    | ├──1 – Course Outline Dutch.srt 9.40kb

    | ├──1 – Course Outline English.srt 9.10kb

    | ├──1 – Course Outline French.srt 10.50kb

    | ├──1 – Course Outline German.srt 9.72kb

    | ├──1 – Course Outline Indonesian.srt 9.68kb

    | ├──1 – Course Outline Italian.srt 9.40kb

    | ├──1 – Course Outline Japanese.srt 10.13kb

    | ├──1 – Course Outline Portuguese.srt 9.55kb

    | ├──1 – Course Outline Spanish.srt 9.62kb

    | ├──1 – Course Outline Thai.srt 17.11kb

    | ├──1 – Course Outline Turkish.srt 9.60kb

    | ├──1 – Course Outline Vietnamese.srt 11.59kb

    | ├──1 – Course Outline.mp4 77.27M

    | ├──1 – Course Outline.srt 8.32kb

    | ├──2 – Join Our Online Classroom Arabic.srt 7.83kb

    | ├──2 – Join Our Online Classroom Dutch.srt 6.34kb

    | ├──2 – Join Our Online Classroom English.srt 6.18kb

    | ├──2 – Join Our Online Classroom French.srt 6.86kb

    | ├──2 – Join Our Online Classroom German.srt 6.64kb

    | ├──2 – Join Our Online Classroom Indonesian.srt 6.65kb

    | ├──2 – Join Our Online Classroom Italian.srt 6.19kb

    | ├──2 – Join Our Online Classroom Japanese.srt 7.31kb

    | ├──2 – Join Our Online Classroom Portuguese.srt 6.35kb

    | ├──2 – Join Our Online Classroom Spanish.srt 6.33kb

    | ├──2 – Join Our Online Classroom Thai.srt 10.92kb

    | ├──2 – Join Our Online Classroom Turkish.srt 6.35kb

    | ├──2 – Join Our Online Classroom Vietnamese.srt 7.65kb

    | ├──2 – Join Our Online Classroom.mp4 151.56M

    | ├──2 – Join Our Online Classroom.srt 5.61kb

    | ├──3 – Exercise Meet Your Classmates and Instructor.html 3.74kb

    | ├──4 – Your First Day Arabic.srt 7.60kb

    | ├──4 – Your First Day Dutch.srt 5.63kb

    | ├──4 – Your First Day English.srt 6.06kb

    | ├──4 – Your First Day French.srt 6.19kb

    | ├──4 – Your First Day German.srt 5.89kb

    | ├──4 – Your First Day Indonesian.srt 5.89kb

    | ├──4 – Your First Day Italian.srt 5.46kb

    | ├──4 – Your First Day Japanese.srt 7.17kb

    | ├──4 – Your First Day Portuguese.srt 5.74kb

    | ├──4 – Your First Day Spanish.srt 5.66kb

    | ├──4 – Your First Day Thai.srt 10.63kb

    | ├──4 – Your First Day Turkish.srt 6.12kb

    | ├──4 – Your First Day Vietnamese.srt 7.45kb

    | └──4 – Your First Day.srt 5.49kb

    ├──10 – Supervised Learning Classification Regression

    | └──150 – Milestone Projects.html 0.72kb

    ├──11 – Milestone Project 1 Supervised Learning Classification

    | ├──151 – Section Overview Arabic.srt 4.21kb

    | ├──151 – Section Overview Dutch.srt 3.42kb

    | ├──151 – Section Overview English.srt 3.39kb

    | ├──151 – Section Overview French.srt 3.70kb

    | ├──151 – Section Overview German.srt 3.55kb

    | ├──151 – Section Overview Indonesian.srt 3.56kb

    | ├──151 – Section Overview Italian.srt 3.39kb

    | ├──151 – Section Overview Japanese.srt 4.05kb

    | ├──151 – Section Overview Portuguese.srt 3.44kb

    | ├──151 – Section Overview Spanish.srt 3.38kb

    | ├──151 – Section Overview Thai.srt 6.16kb

    | ├──151 – Section Overview Turkish.srt 3.56kb

    | ├──151 – Section Overview Vietnamese.srt 4.34kb

    | ├──151 – Section Overview.mp4 6.99M

    | ├──151 – Section Overview.srt 3.13kb

    | ├──152 – Endtoend Heart Disease Classification Notebook same as in videos.txt 0.14kb

    | ├──152 – Endtoend Heart Disease Classification Notebook with annotations.txt 0.14kb

    | ├──152 – Project Overview Arabic.srt 14.25kb

    | ├──152 – Project Overview Dutch.srt 10.99kb

    | ├──152 – Project Overview English.srt 11.21kb

    | ├──152 – Project Overview French.srt 11.90kb

    | ├──152 – Project Overview German.srt 11.53kb

    | ├──152 – Project Overview Indonesian.srt 11.23kb

    | ├──152 – Project Overview Italian.srt 11.09kb

    | ├──152 – Project Overview Japanese.srt 12.69kb

    | ├──152 – Project Overview Portuguese.srt 11.08kb

    | ├──152 – Project Overview Spanish.srt 11.38kb

    | ├──152 – Project Overview Thai.srt 19.64kb

    | ├──152 – Project Overview Turkish.srt 11.51kb

    | ├──152 – Project Overview Vietnamese.srt 14.11kb

    | ├──152 – Project Overview.mp4 27.02M

    | ├──152 – Project Overview.srt 10.12kb

    | ├──152 – Structured Data Projects on GitHub.txt 0.09kb

    | ├──153 – Project Environment Setup Arabic.srt 21.43kb

    | ├──153 – Project Environment Setup Dutch.srt 16.19kb

    | ├──153 – Project Environment Setup English.srt 16.84kb

    | ├──153 – Project Environment Setup French.srt 17.77kb

    | ├──153 – Project Environment Setup German.srt 17.13kb

    | ├──153 – Project Environment Setup Indonesian.srt 17.02kb

    | ├──153 – Project Environment Setup Italian.srt 16.46kb

    | ├──153 – Project Environment Setup Japanese.srt 19.56kb

    | ├──153 – Project Environment Setup Portuguese.srt 16.25kb

    | ├──153 – Project Environment Setup Spanish.srt 16.75kb

    | ├──153 – Project Environment Setup Thai.srt 29.94kb

    | ├──153 – Project Environment Setup Turkish.srt 17.50kb

    | ├──153 – Project Environment Setup Vietnamese.srt 22.18kb

    | ├──153 – Project Environment Setup.mp4 174.02M

    | ├──153 – Project Environment Setup.srt 16.22kb

    | ├──154 – Optional Windows Project Environment Setup Arabic.srt 6.69kb

    | ├──154 – Optional Windows Project Environment Setup Dutch.srt 5.93kb

    | ├──154 – Optional Windows Project Environment Setup English.srt 5.54kb

    | ├──154 – Optional Windows Project Environment Setup French.srt 6.22kb

    | ├──154 – Optional Windows Project Environment Setup German.srt 6.12kb

    | ├──154 – Optional Windows Project Environment Setup Indonesian.srt 6.04kb

    | ├──154 – Optional Windows Project Environment Setup Italian.srt 5.96kb

    | ├──154 – Optional Windows Project Environment Setup Japanese.srt 6.69kb

    | ├──154 – Optional Windows Project Environment Setup Portuguese.srt 5.96kb

    | ├──154 – Optional Windows Project Environment Setup Spanish.srt 5.99kb

    | ├──154 – Optional Windows Project Environment Setup Thai.srt 9.52kb

    | ├──154 – Optional Windows Project Environment Setup Turkish.srt 5.55kb

    | ├──154 – Optional Windows Project Environment Setup Vietnamese.srt 6.77kb

    | ├──154 – Optional Windows Project Environment Setup.mp4 58.83M

    | ├──154 – Optional Windows Project Environment Setup.srt 5.21kb

    | ├──155 – Step 14 Framework Setup Arabic.srt 24.34kb

    | ├──155 – Step 14 Framework Setup Dutch.srt 18.68kb

    | ├──155 – Step 14 Framework Setup English.srt 18.78kb

    | ├──155 – Step 14 Framework Setup French.srt 20.41kb

    | ├──155 – Step 14 Framework Setup German.srt 19.22kb

    | ├──155 – Step 14 Framework Setup Indonesian.srt 18.96kb

    | ├──155 – Step 14 Framework Setup Italian.srt 18.91kb

    | ├──155 – Step 14 Framework Setup Japanese.srt 21.14kb

    | ├──155 – Step 14 Framework Setup Portuguese.srt 18.95kb

    | ├──155 – Step 14 Framework Setup Spanish.srt 19.36kb

    | ├──155 – Step 14 Framework Setup Thai.srt 33.82kb

    | ├──155 – Step 14 Framework Setup Turkish.srt 19.50kb

    | ├──155 – Step 14 Framework Setup Vietnamese.srt 24.01kb

    | ├──155 – Step 14 Framework Setup.mp4 190.82M

    | ├──155 – Step 14 Framework Setup.srt 16.78kb

    | ├──156 – Getting Our Tools Ready Arabic.srt 17.83kb

    | ├──156 – Getting Our Tools Ready Dutch.srt 13.68kb

    | ├──156 – Getting Our Tools Ready English.srt 14.05kb

    | ├──156 – Getting Our Tools Ready French.srt 14.83kb

    | ├──156 – Getting Our Tools Ready German.srt 14.49kb

    | ├──156 – Getting Our Tools Ready Indonesian.srt 14.15kb

    | ├──156 – Getting Our Tools Ready Italian.srt 14.00kb

    | ├──156 – Getting Our Tools Ready Japanese.srt 16.25kb

    | ├──156 – Getting Our Tools Ready Portuguese.srt 13.99kb

    | ├──156 – Getting Our Tools Ready Spanish.srt 14.30kb

    | ├──156 – Getting Our Tools Ready Thai.srt 24.73kb

    | ├──156 – Getting Our Tools Ready Turkish.srt 14.49kb

    | ├──156 – Getting Our Tools Ready Vietnamese.srt 17.96kb

    | ├──156 – Getting Our Tools Ready.mp4 142.35M

    | ├──156 – Getting Our Tools Ready.srt 12.46kb

    | ├──157 – Exploring Our Data Arabic.srt 16.43kb

    | ├──157 – Exploring Our Data Dutch.srt 12.64kb

    | ├──157 – Exploring Our Data English.srt 12.68kb

    | ├──157 – Exploring Our Data French.srt 13.88kb

    | ├──157 – Exploring Our Data German.srt 13.25kb

    | ├──157 – Exploring Our Data Indonesian.srt 12.98kb

    | ├──157 – Exploring Our Data Italian.srt 12.87kb

    | ├──157 – Exploring Our Data Japanese.srt 14.54kb

    | ├──157 – Exploring Our Data Portuguese.srt 12.89kb

    | ├──157 – Exploring Our Data Spanish.srt 13.12kb

    | ├──157 – Exploring Our Data Thai.srt 22.37kb

    | ├──157 – Exploring Our Data Turkish.srt 13.30kb

    | ├──157 – Exploring Our Data Vietnamese.srt 16.32kb

    | ├──157 – Exploring Our Data.mp4 118.89M

    | ├──157 – Exploring Our Data.srt 11.71kb

    | ├──157 – heart-disease.csv 11.06kb

    | ├──158 – Finding Patterns Arabic.srt 18.69kb

    | ├──158 – Finding Patterns Dutch.srt 14.82kb

    | ├──158 – Finding Patterns English.srt 14.51kb

    | ├──158 – Finding Patterns French.srt 15.86kb

    | ├──158 – Finding Patterns German.srt 15.35kb

    | ├──158 – Finding Patterns Indonesian.srt 15.29kb

    | ├──158 – Finding Patterns Italian.srt 14.99kb

    | ├──158 – Finding Patterns Japanese.srt 16.71kb

    | ├──158 – Finding Patterns Portuguese.srt 14.94kb

    | ├──158 – Finding Patterns Spanish.srt 15.44kb

    | ├──158 – Finding Patterns Thai.srt 25.07kb

    | ├──158 – Finding Patterns Turkish.srt 15.10kb

    | ├──158 – Finding Patterns Vietnamese.srt 18.52kb

    | ├──158 – Finding Patterns.mp4 106.47M

    | ├──158 – Finding Patterns.srt 13.25kb

    | ├──159 – Finding Patterns 2 Arabic.srt 33.28kb

    | ├──159 – Finding Patterns 2 Dutch.srt 25.70kb

    | ├──159 – Finding Patterns 2 English.srt 25.75kb

    | ├──159 – Finding Patterns 2 French.srt 27.78kb

    | ├──159 – Finding Patterns 2 German.srt 26.67kb

    | ├──159 – Finding Patterns 2 Indonesian.srt 26.40kb

    | ├──159 – Finding Patterns 2 Italian.srt 26.26kb

    | ├──159 – Finding Patterns 2 Japanese.srt 28.02kb

    | ├──159 – Finding Patterns 2 Portuguese.srt 26.30kb

    | ├──159 – Finding Patterns 2 Spanish.srt 26.87kb

    | ├──159 – Finding Patterns 2 Thai.srt 44.49kb

    | ├──159 – Finding Patterns 2 Turkish.srt 26.74kb

    | ├──159 – Finding Patterns 2 Vietnamese.srt 32.37kb

    | ├──159 – Finding Patterns 2.mp4 51.64M

    | ├──159 – Finding Patterns 2.srt 22.68kb

    | ├──160 – Finding Patterns 3 Arabic.srt 27.47kb

    | ├──160 – Finding Patterns 3 Dutch.srt 20.78kb

    | ├──160 – Finding Patterns 3 English.srt 22.02kb

    | ├──160 – Finding Patterns 3 French.srt 22.46kb

    | ├──160 – Finding Patterns 3 German.srt 21.29kb

    | ├──160 – Finding Patterns 3 Indonesian.srt 20.99kb

    | ├──160 – Finding Patterns 3 Italian.srt 20.98kb

    | ├──160 – Finding Patterns 3 Japanese.srt 24.92kb

    | ├──160 – Finding Patterns 3 Portuguese.srt 21.00kb

    | ├──160 – Finding Patterns 3 Spanish.srt 21.39kb

    | ├──160 – Finding Patterns 3 Thai.srt 37.36kb

    | ├──160 – Finding Patterns 3 Turkish.srt 22.53kb

    | ├──160 – Finding Patterns 3 Vietnamese.srt 27.06kb

    | ├──160 – Finding Patterns 3.mp4 248.70M

    | ├──160 – Finding Patterns 3.srt 20.16kb

    | ├──161 – Preparing Our Data For Machine Learning Arabic.srt 18.10kb

    | ├──161 – Preparing Our Data For Machine Learning Dutch.srt 14.12kb

    | ├──161 – Preparing Our Data For Machine Learning English.srt 14.20kb

    | ├──161 – Preparing Our Data For Machine Learning French.srt 15.35kb

    | ├──161 – Preparing Our Data For Machine Learning German.srt 14.62kb

    | ├──161 – Preparing Our Data For Machine Learning Indonesian.srt 14.48kb

    | ├──161 – Preparing Our Data For Machine Learning Italian.srt 14.23kb

    | ├──161 – Preparing Our Data For Machine Learning Japanese.srt 16.37kb

    | ├──161 – Preparing Our Data For Machine Learning Portuguese.srt 14.21kb

    | ├──161 – Preparing Our Data For Machine Learning Spanish.srt 14.70kb

    | ├──161 – Preparing Our Data For Machine Learning Thai.srt 24.46kb

    | ├──161 – Preparing Our Data For Machine Learning Turkish.srt 14.56kb

    | ├──161 – Preparing Our Data For Machine Learning Vietnamese.srt 18.51kb

    | ├──161 – Preparing Our Data For Machine Learning.mp4 128.89M

    | ├──161 – Preparing Our Data For Machine Learning.srt 13.06kb

    | ├──162 – Choosing The Right Models Arabic.srt 19.16kb

    | ├──162 – Choosing The Right Models Dutch.srt 15.21kb

    | ├──162 – Choosing The Right Models English.srt 15.14kb

    | ├──162 – Choosing The Right Models French.srt 16.52kb

    | ├──162 – Choosing The Right Models German.srt 15.90kb

    | ├──162 – Choosing The Right Models Indonesian.srt 15.33kb

    | ├──162 – Choosing The Right Models Italian.srt 15.28kb

    | ├──162 – Choosing The Right Models Japanese.srt 17.30kb

    | ├──162 – Choosing The Right Models Portuguese.srt 15.36kb

    | ├──162 – Choosing The Right Models Spanish.srt 15.62kb

    | ├──162 – Choosing The Right Models Thai.srt 26.94kb

    | ├──162 – Choosing The Right Models Turkish.srt 15.60kb

    | ├──162 – Choosing The Right Models Vietnamese.srt 19.18kb

    | ├──162 – Choosing The Right Models.mp4 174.81M

    | ├──162 – Choosing The Right Models.srt 13.87kb

    | ├──163 – Experimenting With Machine Learning Models Arabic.srt 13.46kb

    | ├──163 – Experimenting With Machine Learning Models Dutch.srt 10.63kb

    | ├──163 – Experimenting With Machine Learning Models English.srt 10.57kb

    | ├──163 – Experimenting With Machine Learning Models French.srt 11.44kb

    | ├──163 – Experimenting With Machine Learning Models German.srt 10.98kb

    | ├──163 – Experimenting With Machine Learning Models Indonesian.srt 10.79kb

    | ├──163 – Experimenting With Machine Learning Models Italian.srt 10.81kb

    | ├──163 – Experimenting With Machine Learning Models Portuguese.srt 10.75kb

    | ├──163 – Experimenting With Machine Learning Models Spanish.srt 11.01kb

    | ├──163 – Experimenting With Machine Learning Models Thai.srt 19.06kb

    | ├──163 – Experimenting With Machine Learning Models Turkish.srt 11.15kb

    | ├──163 – Experimenting With Machine Learning Models Vietnamese.srt 13.70kb

    | ├──163 – Experimenting With Machine Learning Models.mp4 100.08M

    | ├──163 – Experimenting With Machine Learning Models.srt 9.72kb

    | ├──164 – TuningImproving Our Model Arabic.srt 25.38kb

    | ├──164 – TuningImproving Our Model Dutch.srt 20.00kb

    | ├──164 – TuningImproving Our Model English.srt 20.03kb

    | ├──164 – TuningImproving Our Model French.srt 21.75kb

    | ├──164 – TuningImproving Our Model Indonesian.srt 20.55kb

    | ├──164 – TuningImproving Our Model Italian.srt 20.59kb

    | ├──164 – TuningImproving Our Model Japanese.srt 23.57kb

    | ├──164 – TuningImproving Our Model Portuguese.srt 20.43kb

    | ├──164 – TuningImproving Our Model Spanish.srt 20.85kb

    | ├──164 – TuningImproving Our Model Thai.srt 35.33kb

    | ├──164 – TuningImproving Our Model Turkish.srt 20.89kb

    | ├──164 – TuningImproving Our Model Vietnamese.srt 25.55kb

    | ├──164 – TuningImproving Our Model.mp4 102.77M

    | ├──164 – TuningImproving Our Model.srt 18.29kb

    | ├──165 – Tuning Hyperparameters Arabic.srt 22.59kb

    | ├──165 – Tuning Hyperparameters Dutch.srt 17.70kb

    | ├──165 – Tuning Hyperparameters French.srt 18.99kb

    | ├──165 – Tuning Hyperparameters Indonesian.srt 18.09kb

    | ├──165 – Tuning Hyperparameters Italian.srt 18.09kb

    | ├──165 – Tuning Hyperparameters Japanese.srt 19.73kb

    | ├──165 – Tuning Hyperparameters Portuguese.srt 17.79kb

    | ├──165 – Tuning Hyperparameters Thai.srt 31.24kb

    | ├──165 – Tuning Hyperparameters Turkish.srt 18.28kb

    | ├──165 – Tuning Hyperparameters Vietnamese.srt 22.65kb

    | ├──165 – Tuning Hyperparameters.mp4 77.49M

    | ├──165 – Tuning Hyperparameters.srt 15.23kb

    | ├──166 – Tuning Hyperparameters 2 Arabic.srt 22.81kb

    | ├──166 – Tuning Hyperparameters 2 English.srt 17.74kb

    | ├──166 – Tuning Hyperparameters 2 French.srt 18.82kb

    | ├──166 – Tuning Hyperparameters 2 German.srt 17.93kb

    | ├──166 – Tuning Hyperparameters 2 Indonesian.srt 17.48kb

    | ├──166 – Tuning Hyperparameters 2 Italian.srt 17.58kb

    | ├──166 – Tuning Hyperparameters 2 Portuguese.srt 17.72kb

    | ├──166 – Tuning Hyperparameters 2 Spanish.srt 18.04kb

    | ├──166 – Tuning Hyperparameters 2 Thai.srt 31.23kb

    | ├──166 – Tuning Hyperparameters 2 Turkish.srt 18.05kb

    | ├──166 – Tuning Hyperparameters 2 Vietnamese.srt 22.57kb

    | ├──166 – Tuning Hyperparameters 2.mp4 188.09M

    | ├──166 – Tuning Hyperparameters 2.srt 16.26kb

    | ├──167 – Tuning Hyperparameters 3 Arabic.srt 14.49kb

    | ├──167 – Tuning Hyperparameters 3 Dutch.srt 11.01kb

    | ├──167 – Tuning Hyperparameters 3 English.srt 10.63kb

    | ├──167 – Tuning Hyperparameters 3 French.srt 12.31kb

    | ├──167 – Tuning Hyperparameters 3 German.srt 11.54kb

    | ├──167 – Tuning Hyperparameters 3 Indonesian.srt 11.24kb

    | ├──167 – Tuning Hyperparameters 3 Italian.srt 11.66kb

    | ├──167 – Tuning Hyperparameters 3 Japanese.srt 12.44kb

    | ├──167 – Tuning Hyperparameters 3 Portuguese.srt 11.52kb

    | ├──167 – Tuning Hyperparameters 3 Spanish.srt 11.79kb

    | ├──167 – Tuning Hyperparameters 3 Thai.srt 19.58kb

    | ├──167 – Tuning Hyperparameters 3 Turkish.srt 11.02kb

    | ├──167 – Tuning Hyperparameters 3 Vietnamese.srt 13.74kb

    | ├──167 – Tuning Hyperparameters 3.mp4 113.19M

    | ├──167 – Tuning Hyperparameters 3.srt 9.57kb

    | ├──168 – Quick Note Confusion Matrix Labels.html 1.11kb

    | ├──169 – Evaluating Our Model Arabic.srt 22.76kb

    | ├──169 – Evaluating Our Model Dutch.srt 17.15kb

    | ├──169 – Evaluating Our Model English.srt 17.63kb

    | ├──169 – Evaluating Our Model French.srt 18.46kb

    | ├──169 – Evaluating Our Model German.srt 17.81kb

    | ├──169 – Evaluating Our Model Indonesian.srt 17.37kb

    | ├──169 – Evaluating Our Model Italian.srt 17.47kb

    | ├──169 – Evaluating Our Model Japanese.srt 20.61kb

    | ├──169 – Evaluating Our Model Portuguese.srt 17.42kb

    | ├──169 – Evaluating Our Model Spanish.srt 17.75kb

    | ├──169 – Evaluating Our Model Thai.srt 30.20kb

    | ├──169 – Evaluating Our Model Turkish.srt 18.52kb

    | ├──169 – Evaluating Our Model Vietnamese.srt 22.40kb

    | ├──169 – Evaluating Our Model.mp4 122.80M

    | ├──169 – Evaluating Our Model.srt 16.51kb

    | ├──170 – Evaluating Our Model 2 Arabic.srt 11.36kb

    | ├──170 – Evaluating Our Model 2 Dutch.srt 8.70kb

    | ├──170 – Evaluating Our Model 2 English.srt 8.74kb

    | ├──170 – Evaluating Our Model 2 French.srt 9.28kb

    | ├──170 – Evaluating Our Model 2 German.srt 9.02kb

    | ├──170 – Evaluating Our Model 2 Indonesian.srt 8.72kb

    | ├──170 – Evaluating Our Model 2 Italian.srt 8.84kb

    | ├──170 – Evaluating Our Model 2 Japanese.srt 10.35kb

    | ├──170 – Evaluating Our Model 2 Portuguese.srt 8.80kb

    | ├──170 – Evaluating Our Model 2 Spanish.srt 8.97kb

    | ├──170 – Evaluating Our Model 2 Thai.srt 15.78kb

    | ├──170 – Evaluating Our Model 2 Turkish.srt 9.24kb

    | ├──170 – Evaluating Our Model 2 Vietnamese.srt 11.04kb

    | ├──170 – Evaluating Our Model 2.mp4 71.00M

    | ├──170 – Evaluating Our Model 2.srt 8.21kb

    | ├──171 – Evaluating Our Model 3 Arabic.srt 16.98kb

    | ├──171 – Evaluating Our Model 3 Dutch.srt 13.11kb

    | ├──171 – Evaluating Our Model 3 English.srt 13.45kb

    | ├──171 – Evaluating Our Model 3 French.srt 13.97kb

    | ├──171 – Evaluating Our Model 3 German.srt 13.54kb

    | ├──171 – Evaluating Our Model 3 Indonesian.srt 13.43kb

    | ├──171 – Evaluating Our Model 3 Italian.srt 13.30kb

    | ├──171 – Evaluating Our Model 3 Japanese.srt 16.11kb

    | ├──171 – Evaluating Our Model 3 Portuguese.srt 13.13kb

    | ├──171 – Evaluating Our Model 3 Spanish.srt 13.38kb

    | ├──171 – Evaluating Our Model 3 Thai.srt 23.71kb

    | ├──171 – Evaluating Our Model 3 Turkish.srt 14.10kb

    | ├──171 – Evaluating Our Model 3 Vietnamese.srt 17.36kb

    | ├──171 – Evaluating Our Model 3.mp4 111.86M

    | ├──171 – Evaluating Our Model 3.srt 12.93kb

    | ├──172 – Finding The Most Important Features Arabic.srt 32.10kb

    | ├──172 – Finding The Most Important Features Dutch.srt 25.17kb

    | ├──172 – Finding The Most Important Features English.srt 25.98kb

    | ├──172 – Finding The Most Important Features French.srt 27.03kb

    | ├──172 – Finding The Most Important Features German.srt 26.17kb

    | ├──172 – Finding The Most Important Features Indonesian.srt 25.76kb

    | ├──172 – Finding The Most Important Features Italian.srt 25.71kb

    | ├──172 – Finding The Most Important Features Japanese.srt 30.02kb

    | ├──172 – Finding The Most Important Features Portuguese.srt 25.47kb

    | ├──172 – Finding The Most Important Features Spanish.srt 26.20kb

    | ├──172 – Finding The Most Important Features Thai.srt 44.34kb

    | ├──172 – Finding The Most Important Features Turkish.srt 26.67kb

    | ├──172 – Finding The Most Important Features Vietnamese.srt 32.77kb

    | ├──172 – Finding The Most Important Features.mp4 222.58M

    | ├──172 – Finding The Most Important Features.srt 24.01kb

    | ├──173 – Endtoend Heart Disease Classification Notebook same as in videos.txt 0.14kb

    | ├──173 – Endtoend Heart Disease Classification Notebook with annotations.txt 0.14kb

    | ├──173 – Reviewing The Project Arabic.srt 20.45kb

    | ├──173 – Reviewing The Project Dutch.srt 16.05kb

    | ├──173 – Reviewing The Project English.srt 15.95kb

    | ├──173 – Reviewing The Project French.srt 17.58kb

    | ├──173 – Reviewing The Project German.srt 16.76kb

    | ├──173 – Reviewing The Project Indonesian.srt 16.47kb

    | ├──173 – Reviewing The Project Italian.srt 16.16kb

    | ├──173 – Reviewing The Project Japanese.srt 18.33kb

    | ├──173 – Reviewing The Project Portuguese.srt 15.98kb

    | ├──173 – Reviewing The Project Spanish.srt 16.33kb

    | ├──173 – Reviewing The Project Thai.srt 27.65kb

    | ├──173 – Reviewing The Project Turkish.srt 16.35kb

    | ├──173 – Reviewing The Project Vietnamese.srt 20.23kb

    | ├──173 – Reviewing The Project.mp4 156.89M

    | └──173 – Reviewing The Project.srt 14.66kb

    ├──12 – Milestone Project 2 Supervised Learning Time Series Data

    | ├──174 – Section Overview Arabic.srt 2.43kb

    | ├──174 – Section Overview Dutch.srt 1.96kb

    | ├──174 – Section Overview English.srt 1.96kb

    | ├──174 – Section Overview French.srt 2.13kb

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    | ├──175 – Endtoend Bluebook Bulldozer Regression Notebook same as in videos.txt 0.15kb

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    | ├──175 – Structured Data Projects on GitHub.txt 0.09kb

    | ├──176 – Downloading the data for the next two projects.html 1.64kb

    | ├──177 – Project Environment Setup Arabic.srt 22.18kb

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    | ├──177 – Project Environment Setup.mp4 179.00M

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    | ├──179 – Exploring Our Data Arabic.srt 29.86kb

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    | ├──179 – Exploring Our Data.mp4 251.42M

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    | ├──180 – Exploring Our Data 2 Arabic.srt 12.24kb

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    | ├──180 – Exploring Our Data 2.mp4 90.81M

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    | ├──181 – Feature Engineering Arabic.srt 32.43kb

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    | ├──181 – Feature Engineering.mp4 290.84M

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    | ├──182 – Turning Data Into Numbers Arabic.srt 32.58kb

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    | ├──182 – Turning Data Into Numbers.mp4 265.83M

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    | ├──185 – Fitting A Machine Learning Model.mp4 95.80M

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    | ├──192 – Preproccessing Our Data Arabic.srt 26.29kb

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    | ├──192 – Preproccessing Our Data.mp4 258.83M

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    ├──13 – Data Engineering

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    | ├──195 – Data Engineering Introduction.mp4 9.58M

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    | ├──196 – Kaggle.txt 0.03kb

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    | ├──196 – What Is Data.mp4 62.89M

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    | ├──197 – What Is A Data Engineer.mp4 18.76M

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    | ├──198 – What Is A Data Engineer 2.mp4 24.21M

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    | ├──199 – What Is A Data Engineer 3 Arabic.srt 8.02kb

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    | ├──199 – What Is A Data Engineer 3.mp4 20.99M

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    | ├──200 – What Is A Data Engineer 4.mp4 11.30M

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    | ├──201 – A Primer on ACID Transactions.txt 0.05kb

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    ├──17 – Learn Python

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    | ├──367 – Modules in Python Arabic.srt 18.88kb

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    | ├──367 – Modules in Python English.srt 14.51kb

    | ├──367 – Modules in Python French.srt 15.50kb

    | ├──367 – Modules in Python German.srt 15.11kb

    | ├──367 – Modules in Python Indonesian.srt 14.88kb

    | ├──367 – Modules in Python Italian.srt 14.49kb

    | ├──367 – Modules in Python Japanese.srt 17.49kb

    | ├──367 – Modules in Python Portuguese.srt 14.41kb

    | ├──367 – Modules in Python Spanish.srt 14.69kb

    | ├──367 – Modules in Python Thai.srt 25.06kb

    | ├──367 – Modules in Python Turkish.srt 15.18kb

    | ├──367 – Modules in Python Vietnamese.srt 18.42kb

    | ├──367 – Modules in Python.mp4 168.43M

    | ├──367 – Modules in Python.srt 13.65kb

    | ├──368 – Quick Note Upcoming Videos.html 0.44kb

    | ├──369 – Optional PyCharm Arabic.srt 15.49kb

    | ├──369 – Optional PyCharm Dutch.srt 11.52kb

    | ├──369 – Optional PyCharm English.srt 12.04kb

    | ├──369 – Optional PyCharm French.srt 12.38kb

    | ├──369 – Optional PyCharm German.srt 12.33kb

    | ├──369 – Optional PyCharm Indonesian.srt 12.04kb

    | ├──369 – Optional PyCharm Italian.srt 11.68kb

    | ├──369 – Optional PyCharm Japanese.srt 14.64kb

    | ├──369 – Optional PyCharm Portuguese.srt 11.63kb

    | ├──369 – Optional PyCharm Spanish.srt 11.83kb

    | ├──369 – Optional PyCharm Thai.srt 20.82kb

    | ├──369 – Optional PyCharm Turkish.srt 12.66kb

    | ├──369 – Optional PyCharm Vietnamese.srt 15.43kb

    | ├──369 – Optional PyCharm.mp4 65.24M

    | ├──369 – Optional PyCharm.srt 11.43kb

    | ├──370 – Packages in Python Arabic.srt 18.26kb

    | ├──370 – Packages in Python Dutch.srt 14.27kb

    | ├──370 – Packages in Python English.srt 14.56kb

    | ├──370 – Packages in Python French.srt 14.76kb

    | ├──370 – Packages in Python German.srt 14.77kb

    | ├──370 – Packages in Python Indonesian.srt 14.67kb

    | ├──370 – Packages in Python Italian.srt 14.26kb

    | ├──370 – Packages in Python Japanese.srt 18.35kb

    | ├──370 – Packages in Python Portuguese.srt 14.09kb

    | ├──370 – Packages in Python Spanish.srt 14.31kb

    | ├──370 – Packages in Python Thai.srt 24.64kb

    | ├──370 – Packages in Python Turkish.srt 15.18kb

    | ├──370 – Packages in Python Vietnamese.srt 18.16kb

    | ├──370 – Packages in Python.mp4 109.34M

    | ├──370 – Packages in Python.srt 13.89kb

    | ├──371 – Different Ways To Import Arabic.srt 11.73kb

    | ├──371 – Different Ways To Import Dutch.srt 8.89kb

    | ├──371 – Different Ways To Import English.srt 8.97kb

    | ├──371 – Different Ways To Import French.srt 9.38kb

    | ├──371 – Different Ways To Import German.srt 9.29kb

    | ├──371 – Different Ways To Import Indonesian.srt 9.31kb

    | ├──371 – Different Ways To Import Italian.srt 8.85kb

    | ├──371 – Different Ways To Import Japanese.srt 11.41kb

    | ├──371 – Different Ways To Import Portuguese.srt 8.91kb

    | ├──371 – Different Ways To Import Spanish.srt 8.93kb

    | ├──371 – Different Ways To Import Thai.srt 15.86kb

    | ├──371 – Different Ways To Import Turkish.srt 9.50kb

    | ├──371 – Different Ways To Import Vietnamese.srt 11.29kb

    | ├──371 – Different Ways To Import.mp4 39.03M

    | ├──371 – Different Ways To Import.srt 8.34kb

    | ├──372 – Next Steps.html 0.94kb

    | └──373 – Bonus Resource Python Cheatsheet.html 0.48kb

    ├──19 – Extra Learn Advanced Statistics and Mathematics for FREE

    | └──374 – Statistics and Mathematics.html 0.69kb

    ├──2 – Machine Learning 101

    | ├──10 – Types of Machine Learning Arabic.srt 7.72kb

    | ├──10 – Types of Machine Learning Dutch.srt 5.79kb

    | ├──10 – Types of Machine Learning English.srt 5.84kb

    | ├──10 – Types of Machine Learning French.srt 6.60kb

    | ├──10 – Types of Machine Learning German.srt 6.15kb

    | ├──10 – Types of Machine Learning Indonesian.srt 6.05kb

    | ├──10 – Types of Machine Learning Italian.srt 6.08kb

    | ├──10 – Types of Machine Learning Japanese.srt 6.60kb

    | ├──10 – Types of Machine Learning Portuguese.srt 6.09kb

    | ├──10 – Types of Machine Learning Spanish.srt 6.15kb

    | ├──10 – Types of Machine Learning Thai.srt 10.97kb

    | ├──10 – Types of Machine Learning Turkish.srt 6.11kb

    | ├──10 – Types of Machine Learning Vietnamese.srt 7.21kb

    | ├──10 – Types of Machine Learning.mp4 14.82M

    | ├──10 – Types of Machine Learning.srt 4.96kb

    | ├──11 – Are You Getting It Yet.html 0.16kb

    | ├──12 – What Is Machine Learning Round 2 Arabic.srt 8.48kb

    | ├──12 – What Is Machine Learning Round 2 Dutch.srt 6.74kb

    | ├──12 – What Is Machine Learning Round 2 English.srt 6.52kb

    | ├──12 – What Is Machine Learning Round 2 French.srt 7.35kb

    | ├──12 – What Is Machine Learning Round 2 German.srt 6.83kb

    | ├──12 – What Is Machine Learning Round 2 Indonesian.srt 6.69kb

    | ├──12 – What Is Machine Learning Round 2 Italian.srt 6.79kb

    | ├──12 – What Is Machine Learning Round 2 Japanese.srt 7.12kb

    | ├──12 – What Is Machine Learning Round 2 Portuguese.srt 6.82kb

    | ├──12 – What Is Machine Learning Round 2 Spanish.srt 6.91kb

    | ├──12 – What Is Machine Learning Round 2 Thai.srt 11.68kb

    | ├──12 – What Is Machine Learning Round 2 Turkish.srt 6.62kb

    | ├──12 – What Is Machine Learning Round 2 Vietnamese.srt 8.06kb

    | ├──12 – What Is Machine Learning Round 2.mp4 18.90M

    | ├──12 – What Is Machine Learning Round 2.srt 5.41kb

    | ├──13 – Section Review Arabic.srt 3.51kb

    | ├──13 – Section Review Dutch.srt 2.42kb

    | ├──13 – Section Review English.srt 2.55kb

    | ├──13 – Section Review French.srt 2.77kb

    | ├──13 – Section Review German.srt 2.54kb

    | ├──13 – Section Review Indonesian.srt 2.44kb

    | ├──13 – Section Review Italian.srt 2.42kb

    | ├──13 – Section Review Japanese.srt 2.85kb

    | ├──13 – Section Review Portuguese.srt 2.51kb

    | ├──13 – Section Review Spanish.srt 2.55kb

    | ├──13 – Section Review Thai.srt 4.57kb

    | ├──13 – Section Review Turkish.srt 2.83kb

    | ├──13 – Section Review Vietnamese.srt 3.11kb

    | ├──13 – Section Review.mp4 3.98M

    | ├──13 – Section Review.srt 2.25kb

    | ├──14 – Monthly Coding Challenges Free Resources and Guides.html 1.60kb

    | ├──5 – What Is Machine Learning Arabic.srt 12.59kb

    | ├──5 – What Is Machine Learning Dutch.srt 9.71kb

    | ├──5 – What Is Machine Learning English.srt 9.29kb

    | ├──5 – What Is Machine Learning French.srt 10.63kb

    | ├──5 – What Is Machine Learning German.srt 10.18kb

    | ├──5 – What Is Machine Learning Indonesian.srt 10.03kb

    | ├──5 – What Is Machine Learning Italian.srt 9.86kb

    | ├──5 – What Is Machine Learning Japanese.srt 11.24kb

    | ├──5 – What Is Machine Learning Portuguese.srt 9.96kb

    | ├──5 – What Is Machine Learning Spanish.srt 10.07kb

    | ├──5 – What Is Machine Learning Thai.srt 16.75kb

    | ├──5 – What Is Machine Learning Turkish.srt 10.01kb

    | ├──5 – What Is Machine Learning Vietnamese.srt 11.66kb

    | ├──5 – What Is Machine Learning.mp4 28.30M

    | ├──5 – What Is Machine Learning.srt 8.44kb

    | ├──6 – AIMachine LearningData Science Arabic.srt 8.93kb

    | ├──6 – AIMachine LearningData Science Dutch.srt 6.89kb

    | ├──6 – AIMachine LearningData Science English.srt 6.80kb

    | ├──6 – AIMachine LearningData Science French.srt 7.88kb

    | ├──6 – AIMachine LearningData Science German.srt 7.22kb

    | ├──6 – AIMachine LearningData Science Indonesian.srt 7.01kb

    | ├──6 – AIMachine LearningData Science Italian.srt 7.19kb

    | ├──6 – AIMachine LearningData Science Japanese.srt 7.73kb

    | ├──6 – AIMachine LearningData Science Portuguese.srt 7.22kb

    | ├──6 – AIMachine LearningData Science Spanish.srt 7.29kb

    | ├──6 – AIMachine LearningData Science Thai.srt 12.86kb

    | ├──6 – AIMachine LearningData Science Turkish.srt 7.04kb

    | ├──6 – AIMachine LearningData Science Vietnamese.srt 8.52kb

    | ├──6 – AIMachine LearningData Science.mp4 19.67M

    | ├──6 – AIMachine LearningData Science.srt 5.93kb

    | ├──7 – Exercise Machine Learning Playground Arabic.srt 11.30kb

    | ├──7 – Exercise Machine Learning Playground Dutch.srt 8.70kb

    | ├──7 – Exercise Machine Learning Playground English.srt 8.89kb

    | ├──7 – Exercise Machine Learning Playground French.srt 9.41kb

    | ├──7 – Exercise Machine Learning Playground German.srt 9.19kb

    | ├──7 – Exercise Machine Learning Playground Indonesian.srt 8.94kb

    | ├──7 – Exercise Machine Learning Playground Italian.srt 8.67kb

    | ├──7 – Exercise Machine Learning Playground Japanese.srt 10.64kb

    | ├──7 – Exercise Machine Learning Playground Portuguese.srt 8.70kb

    | ├──7 – Exercise Machine Learning Playground Spanish.srt 8.82kb

    | ├──7 – Exercise Machine Learning Playground Thai.srt 15.08kb

    | ├──7 – Exercise Machine Learning Playground Turkish.srt 9.26kb

    | ├──7 – Exercise Machine Learning Playground Vietnamese.srt 11.27kb

    | ├──7 – Exercise Machine Learning Playground.mp4 42.62M

    | ├──7 – Exercise Machine Learning Playground.srt 8.19kb

    | ├──7 – Teachable Machine.txt 0.04kb

    | ├──8 – How Did We Get Here Arabic.srt 10.41kb

    | ├──8 – How Did We Get Here Dutch.srt 7.94kb

    | ├──8 – How Did We Get Here English.srt 7.76kb

    | ├──8 – How Did We Get Here French.srt 9.08kb

    | ├──8 – How Did We Get Here German.srt 8.10kb

    | ├──8 – How Did We Get Here Indonesian.srt 8.16kb

    | ├──8 – How Did We Get Here Italian.srt 8.11kb

    | ├──8 – How Did We Get Here Japanese.srt 8.98kb

    | ├──8 – How Did We Get Here Portuguese.srt 7.97kb

    | ├──8 – How Did We Get Here Spanish.srt 8.34kb

    | ├──8 – How Did We Get Here Thai.srt 14.43kb

    | ├──8 – How Did We Get Here Turkish.srt 8.05kb

    | ├──8 – How Did We Get Here Vietnamese.srt 9.93kb

    | ├──8 – How Did We Get Here.mp4 30.50M

    | ├──8 – How Did We Get Here.srt 7.06kb

    | ├──9 – Exercise YouTube Recommendation Engine Arabic.srt 7.80kb

    | ├──9 – Exercise YouTube Recommendation Engine Dutch.srt 6.01kb

    | ├──9 – Exercise YouTube Recommendation Engine English.srt 6.08kb

    | ├──9 – Exercise YouTube Recommendation Engine French.srt 6.50kb

    | ├──9 – Exercise YouTube Recommendation Engine German.srt 6.23kb

    | ├──9 – Exercise YouTube Recommendation Engine Indonesian.srt 6.12kb

    | ├──9 – Exercise YouTube Recommendation Engine Italian.srt 5.94kb

    | ├──9 – Exercise YouTube Recommendation Engine Japanese.srt 7.21kb

    | ├──9 – Exercise YouTube Recommendation Engine Portuguese.srt 6.05kb

    | ├──9 – Exercise YouTube Recommendation Engine Spanish.srt 6.06kb

    | ├──9 – Exercise YouTube Recommendation Engine Thai.srt 10.35kb

    | ├──9 – Exercise YouTube Recommendation Engine Turkish.srt 6.13kb

    | ├──9 – Exercise YouTube Recommendation Engine Vietnamese.srt 7.59kb

    | ├──9 – Exercise YouTube Recommendation Engine.mp4 12.92M

    | ├──9 – Exercise YouTube Recommendation Engine.srt 5.65kb

    | └──9 – Machine Learning Playground.txt 0.03kb

    ├──20 – Where To Go From Here

    | ├──375 – Become An Alumni.html 0.92kb

    | ├──376 – Thank You Arabic.srt 5.27kb

    | ├──376 – Thank You Dutch.srt 3.92kb

    | ├──376 – Thank You English.srt 4.13kb

    | ├──376 – Thank You French.srt 4.16kb

    | ├──376 – Thank You German.srt 4.13kb

    | ├──376 – Thank You Indonesian.srt 4.11kb

    | ├──376 – Thank You Italian.srt 3.90kb

    | ├──376 – Thank You Japanese.srt 5.06kb

    | ├──376 – Thank You Portuguese.srt 3.83kb

    | ├──376 – Thank You Spanish.srt 3.87kb

    | ├──376 – Thank You Thai.srt 7.12kb

    | ├──376 – Thank You Turkish.srt 4.20kb

    | ├──376 – Thank You Vietnamese.srt 5.28kb

    | ├──376 – Thank You.mp4 15.40M

    | ├──376 – Thank You.srt 3.88kb

    | └──377 – Thank You Part 2.html 0.71kb

    ├──21 – BONUS SECTION

    | └──378 – Special Bonus Lecture.html 1.22kb

    ├──3 – Machine Learning and Data Science Framework

    | ├──15 – Section Overview Arabic.srt 6.24kb

    | ├──15 – Section Overview Dutch.srt 4.99kb

    | ├──15 – Section Overview English.srt 5.10kb

    | ├──15 – Section Overview French.srt 5.47kb

    | ├──15 – Section Overview Indonesian.srt 5.27kb

    | ├──15 – Section Overview Italian.srt 5.02kb

    | ├──15 – Section Overview Japanese.srt 5.43kb

    | ├──15 – Section Overview Portuguese.srt 5.12kb

    | ├──15 – Section Overview Spanish.srt 5.04kb

    | ├──15 – Section Overview Thai.srt 8.62kb

    | ├──15 – Section Overview Turkish.srt 5.01kb

    | ├──15 – Section Overview Vietnamese.srt 6.21kb

    | ├──15 – Section Overview.mp4 9.48M

    | ├──15 – Section Overview.srt 4.42kb

    | ├──16 – Introducing Our Framework Arabic.srt 5.02kb

    | ├──16 – Introducing Our Framework Dutch.srt 3.98kb

    | ├──16 – Introducing Our Framework English.srt 3.85kb

    | ├──16 – Introducing Our Framework French.srt 4.38kb

    | ├──16 – Introducing Our Framework German.srt 4.04kb

    | ├──16 – Introducing Our Framework Indonesian.srt 4.07kb

    | ├──16 – Introducing Our Framework Italian.srt 4.07kb

    | ├──16 – Introducing Our Framework Japanese.srt 4.48kb

    | ├──16 – Introducing Our Framework Portuguese.srt 3.99kb

    | ├──16 – Introducing Our Framework Spanish.srt 4.04kb

    | ├──16 – Introducing Our Framework Thai.srt 7.32kb

    | ├──16 – Introducing Our Framework Turkish.srt 4.01kb

    | ├──16 – Introducing Our Framework Vietnamese.srt 4.92kb

    | ├──16 – Introducing Our Framework.mp4 6.24M

    | ├──16 – Introducing Our Framework.srt 3.38kb

    | ├──17 – 6 Step Machine Learning Framework Dutch.srt 7.54kb

    | ├──17 – 6 Step Machine Learning Framework English.srt 7.23kb

    | ├──17 – 6 Step Machine Learning Framework French.srt 8.29kb

    | ├──17 – 6 Step Machine Learning Framework German.srt 7.88kb

    | ├──17 – 6 Step Machine Learning Framework Indonesian.srt 7.53kb

    | ├──17 – 6 Step Machine Learning Framework Italian.srt 7.58kb

    | ├──17 – 6 Step Machine Learning Framework Japanese.srt 8.12kb

    | ├──17 – 6 Step Machine Learning Framework Portuguese.srt 7.44kb

    | ├──17 – 6 Step Machine Learning Framework Spanish.srt 7.56kb

    | ├──17 – 6 Step Machine Learning Framework.mp4 23.47M

    | ├──17 – A 6 Step Field Guide for Machine Learning Modelling blog post.txt 0.08kb

    | ├──18 – Types of Machine Learning Problems Arabic.srt 20.31kb

    | ├──18 – Types of Machine Learning Problems Dutch.srt 15.63kb

    | ├──18 – Types of Machine Learning Problems English.srt 15.29kb

    | ├──18 – Types of Machine Learning Problems French.srt 17.16kb

    | ├──18 – Types of Machine Learning Problems German.srt 16.21kb

    | ├──18 – Types of Machine Learning Problems Indonesian.srt 15.58kb

    | ├──18 – Types of Machine Learning Problems Italian.srt 16.07kb

    | ├──18 – Types of Machine Learning Problems Japanese.srt 16.53kb

    | ├──18 – Types of Machine Learning Problems Portuguese.srt 16.05kb

    | ├──18 – Types of Machine Learning Problems Spanish.srt 16.21kb

    | ├──18 – Types of Machine Learning Problems Thai.srt 28.53kb

    | ├──18 – Types of Machine Learning Problems Turkish.srt 15.99kb

    | ├──18 – Types of Machine Learning Problems Vietnamese.srt 18.61kb

    | ├──18 – Types of Machine Learning Problems.mp4 32.62M

    | ├──18 – Types of Machine Learning Problems.srt 13.17kb

    | ├──19 – Types of Data Arabic.srt 9.15kb

    | ├──19 – Types of Data Dutch.srt 7.22kb

    | ├──19 – Types of Data English.srt 6.91kb

    | ├──19 – Types of Data French.srt 7.78kb

    | ├──19 – Types of Data German.srt 7.00kb

    | ├──19 – Types of Data Indonesian.srt 7.09kb

    | ├──19 – Types of Data Italian.srt 7.00kb

    | ├──19 – Types of Data Japanese.srt 7.48kb

    | ├──19 – Types of Data Portuguese.srt 7.08kb

    | ├──19 – Types of Data Spanish.srt 7.24kb

    | ├──19 – Types of Data Thai.srt 12.97kb

    | ├──19 – Types of Data Turkish.srt 7.38kb

    | ├──19 – Types of Data Vietnamese.srt 8.74kb

    | ├──19 – Types of Data.mp4 33.20M

    | ├──19 – Types of Data.srt 5.82kb

    | ├──20 – Types of Evaluation Arabic.srt 6.12kb

    | ├──20 – Types of Evaluation Dutch.srt 5.24kb

    | ├──20 – Types of Evaluation English.srt 4.71kb

    | ├──20 – Types of Evaluation French.srt 5.62kb

    | ├──20 – Types of Evaluation German.srt 5.42kb

    | ├──20 – Types of Evaluation Indonesian.srt 5.12kb

    | ├──20 – Types of Evaluation Italian.srt 5.03kb

    | ├──20 – Types of Evaluation Japanese.srt 5.01kb

    | ├──20 – Types of Evaluation Portuguese.srt 5.10kb

    | ├──20 – Types of Evaluation Spanish.srt 5.21kb

    | ├──20 – Types of Evaluation Thai.srt 9.24kb

    | ├──20 – Types of Evaluation Turkish.srt 5.21kb

    | ├──20 – Types of Evaluation Vietnamese.srt 6.11kb

    | ├──20 – Types of Evaluation.mp4 9.62M

    | ├──20 – Types of Evaluation.srt 4.11kb

    | ├──21 – Features In Data Arabic.srt 9.94kb

    | ├──21 – Features In Data Dutch.srt 7.46kb

    | ├──21 – Features In Data English.srt 7.24kb

    | ├──21 – Features In Data French.srt 8.38kb

    | ├──21 – Features In Data German.srt 7.53kb

    | ├──21 – Features In Data Indonesian.srt 7.49kb

    | ├──21 – Features In Data Italian.srt 7.56kb

    | ├──21 – Features In Data Japanese.srt 8.10kb

    | ├──21 – Features In Data Portuguese.srt 7.46kb

    | ├──21 – Features In Data Spanish.srt 7.82kb

    | ├──21 – Features In Data Thai.srt 13.77kb

    | ├──21 – Features In Data Turkish.srt 7.82kb

    | ├──21 – Features In Data Vietnamese.srt 9.14kb

    | ├──21 – Features In Data.mp4 28.83M

    | ├──21 – Features In Data.srt 6.43kb

    | ├──22 – Modelling Splitting Data Arabic.srt 11.10kb

    | ├──22 – Modelling Splitting Data Dutch.srt 8.48kb

    | ├──22 – Modelling Splitting Data English.srt 8.24kb

    | ├──22 – Modelling Splitting Data French.srt 9.45kb

    | ├──22 – Modelling Splitting Data German.srt 8.80kb

    | ├──22 – Modelling Splitting Data Indonesian.srt 8.50kb

    | ├──22 – Modelling Splitting Data Italian.srt 8.65kb

    | ├──22 – Modelling Splitting Data Japanese.srt 9.13kb

    | ├──22 – Modelling Splitting Data Portuguese.srt 8.60kb

    | ├──22 – Modelling Splitting Data Spanish.srt 8.81kb

    | ├──22 – Modelling Splitting Data Thai.srt 15.45kb

    | ├──22 – Modelling Splitting Data Turkish.srt 8.65kb

    | ├──22 – Modelling Splitting Data Vietnamese.srt 10.50kb

    | ├──22 – Modelling Splitting Data.mp4 19.89M

    | ├──22 – Modelling Splitting Data.srt 7.34kb

    | ├──23 – Modelling Picking the Model Arabic.srt 9.01kb

    | ├──23 – Modelling Picking the Model Dutch.srt 6.94kb

    | ├──23 – Modelling Picking the Model English.srt 6.62kb

    | ├──23 – Modelling Picking the Model French.srt 7.56kb

    | ├──23 – Modelling Picking the Model German.srt 7.08kb

    | ├──23 – Modelling Picking the Model Indonesian.srt 6.89kb

    | ├──23 – Modelling Picking the Model Italian.srt 6.99kb

    | ├──23 – Modelling Picking the Model Japanese.srt 7.88kb

    | ├──23 – Modelling Picking the Model Portuguese.srt 6.78kb

    | ├──23 – Modelling Picking the Model Spanish.srt 6.93kb

    | ├──23 – Modelling Picking the Model Thai.srt 12.92kb

    | ├──23 – Modelling Picking the Model Turkish.srt 7.22kb

    | ├──23 – Modelling Picking the Model Vietnamese.srt 8.66kb

    | ├──23 – Modelling Picking the Model.mp4 12.88M

    | ├──23 – Modelling Picking the Model.srt 5.88kb

    | ├──24 – Modelling Tuning Arabic.srt 7.11kb

    | ├──24 – Modelling Tuning Dutch.srt 5.38kb

    | ├──24 – Modelling Tuning English.srt 5.40kb

    | ├──24 – Modelling Tuning French.srt 6.01kb

    | ├──24 – Modelling Tuning German.srt 5.80kb

    | ├──24 – Modelling Tuning Indonesian.srt 5.46kb

    | ├──24 – Modelling Tuning Italian.srt 5.41kb

    | ├──24 – Modelling Tuning Japanese.srt 6.53kb

    | ├──24 – Modelling Tuning Portuguese.srt 5.51kb

    | ├──24 – Modelling Tuning Spanish.srt 5.52kb

    | ├──24 – Modelling Tuning Thai.srt 9.77kb

    | ├──24 – Modelling Tuning Turkish.srt 5.60kb

    | ├──24 – Modelling Tuning Vietnamese.srt 6.64kb

    | ├──24 – Modelling Tuning.mp4 9.14M

    | ├──24 – Modelling Tuning.srt 4.84kb

    | ├──25 – Modelling Comparison Arabic.srt 18.65kb

    | ├──25 – Modelling Comparison Dutch.srt 14.47kb

    | ├──25 – Modelling Comparison English.srt 13.99kb

    | ├──25 – Modelling Comparison French.srt 16.09kb

    | ├──25 – Modelling Comparison German.srt 14.87kb

    | ├──25 – Modelling Comparison Indonesian.srt 14.58kb

    | ├──25 – Modelling Comparison Italian.srt 14.93kb

    | ├──25 – Modelling Comparison Japanese.srt 15.78kb

    | ├──25 – Modelling Comparison Portuguese.srt 14.85kb

    | ├──25 – Modelling Comparison Spanish.srt 15.08kb

    | ├──25 – Modelling Comparison Thai.srt 26.20kb

    | ├──25 – Modelling Comparison Turkish.srt 14.91kb

    | ├──25 – Modelling Comparison Vietnamese.srt 18.02kb

    | ├──25 – Modelling Comparison.mp4 26.84M

    | ├──25 – Modelling Comparison.srt 11.85kb

    | ├──26 – Overfitting and Underfitting Definitions.html 1.97kb

    | ├──27 – Experimentation Arabic.srt 7.20kb

    | ├──27 – Experimentation Dutch.srt 5.52kb

    | ├──27 – Experimentation English.srt 5.52kb

    | ├──27 – Experimentation French.srt 6.04kb

    | ├──27 – Experimentation German.srt 5.64kb

    | ├──27 – Experimentation Indonesian.srt 5.68kb

    | ├──27 – Experimentation Italian.srt 5.54kb

    | ├──27 – Experimentation Japanese.srt 6.43kb

    | ├──27 – Experimentation Portuguese.srt 5.56kb

    | ├──27 – Experimentation Spanish.srt 5.59kb

    | ├──27 – Experimentation Thai.srt 10.23kb

    | ├──27 – Experimentation Turkish.srt 5.87kb

    | ├──27 – Experimentation Vietnamese.srt 7.04kb

    | ├──27 – Experimentation.mp4 18.71M

    | ├──27 – Experimentation.srt 5.16kb

    | ├──28 – Tools We Will Use Arabic.srt 8.39kb

    | ├──28 – Tools We Will Use Dutch.srt 6.52kb

    | ├──28 – Tools We Will Use English.srt 6.38kb

    | ├──28 – Tools We Will Use French.srt 6.91kb

    | ├──28 – Tools We Will Use German.srt 6.72kb

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    ├──5 – Data Science Environment Setup

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    | ├──44 – Jupyter Notebook Walkthrough 2.mp4 56.58M

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    ├──6 – Pandas Data Analysis

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    | ├──49 – car-sales.csv 0.36kb

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    | ├──49 – Series Data Frames and CSVs.mp4 165.29M

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    | ├──51 – Describing Data with Pandas.mp4 111.78M

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    | ├──52 – Selecting and Viewing Data with Pandas.mp4 86.05M

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    | ├──53 – Selecting and Viewing Data with Pandas Part 2.mp4 186.47M

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    ├──7 – NumPy

    | ├──59 – Section Overview Arabic.srt 4.52kb

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    | ├──59 – Section Overview.mp4 22.44M

    | ├──59 – Section Overview.srt 2.93kb

    | ├──60 – Introduction to NumPy Jupyter Notebook from the upcoming videos.txt 0.13kb

    | ├──60 – Introduction to NumPy Jupyter Notebook with annotations.txt 0.12kb

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    | ├──60 – NumPy Introduction Arabic.srt 10.33kb

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    | ├──60 – NumPy Introduction.mp4 21.32M

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    | ├──61 – Quick Note Correction In Next Video.html 1.24kb

    | ├──62 – NumPy DataTypes and Attributes Arabic.srt 28.08kb

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    | ├──62 – NumPy DataTypes and Attributes.mp4 113.59M

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    | ├──63 – Creating NumPy Arrays Arabic.srt 18.67kb

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    | ├──63 – Creating NumPy Arrays.mp4 97.74M

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    | ├──64 – NumPy Random Seed Arabic.srt 14.95kb

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    | ├──64 – NumPy Random Seed.mp4 61.50M

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    | ├──65 – Viewing Arrays and Matrices Arabic.srt 19.38kb

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    | ├──65 – Viewing Arrays and Matrices.mp4 81.80M

    | ├──65 – Viewing Arrays and Matrices.srt 14.39kb

    | ├──66 – Manipulating Arrays Arabic.srt 23.24kb

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    | ├──66 – Manipulating Arrays.mp4 118.86M

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    | ├──66 – Standard deviation and variance explained.txt 0.05kb

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    | ├──67 – Manipulating Arrays 2.mp4 115.87M

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    | ├──67 – Standard deviation and variance explained.txt 0.05kb

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    | ├──68 – Standard Deviation and Variance.mp4 61.50M

    | ├──68 – Standard Deviation and Variance.srt 9.67kb

    | ├──69 – Reshape and Transpose Arabic.srt 13.72kb

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    | ├──69 – Reshape and Transpose.mp4 91.27M

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    | ├──70 – Dot Product vs Element Wise Arabic.srt 22.22kb

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    | ├──70 – Dot Product vs Element Wise.mp4 122.36M

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    | ├──70 – Matrix Multiplication Explained.txt 0.06kb

    | ├──71 – Exercise Nut Butter Store Sales Arabic.srt 25.35kb

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    | ├──71 – Exercise Nut Butter Store Sales.mp4 154.70M

    | ├──71 – Exercise Nut Butter Store Sales.srt 18.94kb

    | ├──72 – Comparison Operators Arabic.srt 7.48kb

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    | ├──72 – Comparison Operators.mp4 38.23M

    | ├──72 – Comparison Operators.srt 5.76kb

    | ├──73 – Sorting Arrays Arabic.srt 13.33kb

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    | ├──73 – Sorting Arrays Indonesian.srt 9.83kb

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    | ├──73 – Sorting Arrays.mp4 38.86M

    | ├──73 – Sorting Arrays.srt 10.39kb

    | ├──74 – Introduction to NumPy Jupyter Notebook from the videos.txt 0.13kb

    | ├──74 – Introduction to NumPy Jupyter Notebook with annotations.txt 0.12kb

    | ├──74 – numpy-images.zip 7.27M

    | ├──74 – Turn Images Into NumPy Arrays Arabic.srt 15.22kb

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    | ├──74 – Turn Images Into NumPy Arrays.mp4 164.80M

    | ├──74 – Turn Images Into NumPy Arrays.srt 11.68kb

    | ├──75 – Exercise Imposter Syndrome Arabic.srt 5.84kb

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    | ├──75 – Exercise Imposter Syndrome.mp4 53.70M

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    | ├──76 – Assignment NumPy Practice.html 2.17kb

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    ├──8 – Matplotlib Plotting and Data Visualization

    | ├──78 – Section Overview Arabic.srt 3.61kb

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    | ├──78 – Section Overview.mp4 6.00M

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    | ├──79 – Introduction to Matplotlib Jupyter Notebook from the upcoming videos.txt 0.13kb

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    | ├──79 – Matplotlib Introduction.mp4 34.69M

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    | ├──80 – Importing And Using Matplotlib Arabic.srt 24.04kb

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    | ├──80 – Importing And Using Matplotlib.mp4 146.57M

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    | ├──99 – Introduction to ScikitLearn Jupyter Notebook from the upcoming videos.txt 0.13kb

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