[DesireCourse.Net] Udemy - Complete Machine Learning and Data Science Zero to Mastery

Creation Time	Aug. 2, 2023, 3:05 p.m.
Last Access Time	July 22, 2025, 4:44 a.m.
File Size	19.2 GB
Keywords	and Complete Mastery DesireCourse - Udemy Machine to Zero Learning Science Net Data
Total Requests	261
Total Files	714
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05 Data Science Environment Setup/038 Windows Environment Setup 2.mp4 227.6 MB
09 Scikit-learn Creating Machine Learning Models/101 Typical scikit-learn Workflow.mp4 190.2 MB
09 Scikit-learn Creating Machine Learning Models/102 Optional Debugging Warnings In Jupyter.mp4 176.1 MB
16 Career Advice Extra Bits/257 CWD Git Github.mp4 176.1 MB
09 Scikit-learn Creating Machine Learning Models/133 Tuning Hyperparameters.mp4 175.6 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/228 Training Your Deep Neural Network.mp4 166.6 MB
16 Career Advice Extra Bits/251 What If I Dont Have Enough Experience.mp4 160.9 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/170 Feature Engineering.mp4 159.1 MB
09 Scikit-learn Creating Machine Learning Models/139 Putting It All Together.mp4 158.4 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/230 Make And Transform Predictions.mp4 155.0 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/217 Turning Data Into Batches 2.mp4 149.4 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/171 Turning Data Into Numbers.mp4 146.2 MB
05 Data Science Environment Setup/035 Mac Environment Setup.mp4 144.4 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/233 Visualizing And Evaluate Model Predictions 2.mp4 143.8 MB
09 Scikit-learn Creating Machine Learning Models/109 Choosing The Right Model For Your Data.mp4 143.3 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/183 Feature Importance.mp4 142.3 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/237 Making Predictions On Test Images.mp4 140.8 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/236 Training Model On Full Dataset.mp4 139.8 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/181 Preproccessing Our Data.mp4 139.3 MB
11 Milestone Project 1 Supervised Learning (Classification)/151 Finding Patterns 3.mp4 137.9 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/168 Exploring Our Data.mp4 137.8 MB
09 Scikit-learn Creating Machine Learning Models/108 Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4 136.9 MB
09 Scikit-learn Creating Machine Learning Models/105 Getting Your Data Ready Convert Data To Numbers.mp4 135.0 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/211 Preparing The Images.mp4 133.9 MB
16 Career Advice Extra Bits/259 Contributing To Open Source.mp4 130.3 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/231 Transform Predictions To Text.mp4 129.9 MB
11 Milestone Project 1 Supervised Learning (Classification)/162 Finding The Most Important Features.mp4 127.5 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/235 Saving And Loading A Trained Model.mp4 127.0 MB
05 Data Science Environment Setup/036 Mac Environment Setup 2.mp4 125.5 MB
08 Matplotlib Plotting and Data Visualization/092 Customizing Your Plots 2.mp4 123.6 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/218 Visualizing Our Data.mp4 122.0 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/221 Building A Deep Learning Model.mp4 121.9 MB
09 Scikit-learn Creating Machine Learning Models/135 Tuning Hyperparameters 3.mp4 121.8 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/238 Submitting Model to Kaggle.mp4 121.3 MB
08 Matplotlib Plotting and Data Visualization/090 Plotting from Pandas DataFrames 7.mp4 119.8 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/232 Visualizing Model Predictions.mp4 119.3 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/239 Making Predictions On Our Images.mp4 119.2 MB
09 Scikit-learn Creating Machine Learning Models/113 Choosing The Right Model For Your Data 3 (Classification).mp4 118.8 MB
16 Career Advice Extra Bits/258 CWD Git Github 2.mp4 118.4 MB
09 Scikit-learn Creating Machine Learning Models/140 Putting It All Together 2.mp4 116.9 MB
09 Scikit-learn Creating Machine Learning Models/134 Tuning Hyperparameters 2.mp4 116.8 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/205 Importing TensorFlow 2.mp4 116.8 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/210 Loading Our Data Labels.mp4 114.8 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/234 Visualizing And Evaluate Model Predictions 3.mp4 113.2 MB
16 Career Advice Extra Bits/260 Contributing To Open Source 2.mp4 113.0 MB
11 Milestone Project 1 Supervised Learning (Classification)/156 Tuning Hyperparameters.mp4 108.0 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/212 Turning Data Labels Into Numbers.mp4 107.5 MB
06 Pandas Data Analysis/051 Selecting and Viewing Data with Pandas Part 2.mp4 106.5 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/172 Filling Missing Numerical Values.mp4 106.3 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/223 Building A Deep Learning Model 3.mp4 105.9 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/222 Building A Deep Learning Model 2.mp4 105.9 MB
11 Milestone Project 1 Supervised Learning (Classification)/146 Step 1~4 Framework Setup.mp4 105.5 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/215 Preprocess Images 2.mp4 105.1 MB
06 Pandas Data Analysis/052 Manipulating Data.mp4 105.0 MB
09 Scikit-learn Creating Machine Learning Models/106 Getting Your Data Ready Handling Missing Values With Pandas.mp4 104.8 MB
17 Learn Python/263 What Is A Programming Language.mp4 104.8 MB
11 Milestone Project 1 Supervised Learning (Classification)/157 Tuning Hyperparameters 2.mp4 104.1 MB
05 Data Science Environment Setup/042 Jupyter Notebook Walkthrough 2.mp4 103.9 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/177 Custom Evaluation Function.mp4 103.3 MB
11 Milestone Project 1 Supervised Learning (Classification)/155 TuningImproving Our Model.mp4 102.8 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/198 Deep Learning and Unstructured Data.mp4 102.0 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/166 Project Environment Setup.mp4 101.3 MB
11 Milestone Project 1 Supervised Learning (Classification)/145 Project Environment Setup.mp4 100.8 MB
11 Milestone Project 1 Supervised Learning (Classification)/150 Finding Patterns 2.mp4 99.9 MB
08 Matplotlib Plotting and Data Visualization/085 Plotting From Pandas DataFrames 2.mp4 98.8 MB
11 Milestone Project 1 Supervised Learning (Classification)/153 Choosing The Right Models.mp4 96.4 MB
09 Scikit-learn Creating Machine Learning Models/119 Evaluating A Machine Learning Model 2 (Cross Validation).mp4 96.0 MB
06 Pandas Data Analysis/047 Series Data Frames and CSVs.mp4 95.4 MB
09 Scikit-learn Creating Machine Learning Models/131 Evaluating A Model With Scikit-learn Functions.mp4 94.8 MB
17 Learn Python/278 Variables.mp4 93.6 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/178 Reducing Data.mp4 93.5 MB
17 Learn Python/264 Python Interpreter.mp4 93.5 MB
08 Matplotlib Plotting and Data Visualization/091 Customizing Your Plots.mp4 92.2 MB
09 Scikit-learn Creating Machine Learning Models/130 Evaluating A Model With Cross Validation and Scoring Parameter.mp4 91.5 MB
07 NumPy/069 Exercise Nut Butter Store Sales.mp4 91.3 MB
06 Pandas Data Analysis/054 Manipulating Data 3.mp4 91.0 MB
09 Scikit-learn Creating Machine Learning Models/132 Improving A Machine Learning Model.mp4 90.9 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/214 Preprocess Images.mp4 90.1 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/209 Optional Reloading Colab Notebook.mp4 88.7 MB
09 Scikit-learn Creating Machine Learning Models/098 Refresher What Is Machine Learning.mp4 88.3 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/216 Turning Data Into Batches.mp4 87.8 MB
09 Scikit-learn Creating Machine Learning Models/125 Evaluating A Classification Model 6 (Classification Report).mp4 87.2 MB
09 Scikit-learn Creating Machine Learning Models/118 Evaluating A Machine Learning Model (Score).mp4 87.1 MB
09 Scikit-learn Creating Machine Learning Models/110 Choosing The Right Model For Your Data 2 (Regression).mp4 86.9 MB
06 Pandas Data Analysis/053 Manipulating Data 2.mp4 86.5 MB
08 Matplotlib Plotting and Data Visualization/077 Importing And Using Matplotlib.mp4 86.4 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/224 Building A Deep Learning Model 4.mp4 86.3 MB
11 Milestone Project 1 Supervised Learning (Classification)/163 Reviewing The Project.mp4 86.1 MB
07 NumPy/072 Turn Images Into NumPy Arrays.mp4 85.9 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/179 RandomizedSearchCV.mp4 85.8 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/167 Step 1~4 Framework Setup.mp4 85.7 MB
07 NumPy/068 Dot Product vs Element Wise.mp4 83.9 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/175 Splitting Data.mp4 82.7 MB
18 Learn Python Part 2/355 Modules in Python.mp4 82.2 MB
08 Matplotlib Plotting and Data Visualization/078 Anatomy Of A Matplotlib Figure.mp4 82.2 MB
17 Learn Python/267 Python 2 vs Python 3.mp4 82.1 MB
08 Matplotlib Plotting and Data Visualization/089 Plotting from Pandas DataFrames 6.mp4 82.0 MB
07 NumPy/064 Manipulating Arrays.mp4 80.7 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/207 Using A GPU.mp4 80.6 MB
13 Data Engineering/192 Optional OLTP Databases.mp4 79.7 MB
11 Milestone Project 1 Supervised Learning (Classification)/147 Getting Our Tools Ready.mp4 79.4 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/226 Evaluating Our Model.mp4 79.3 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/180 Improving Hyperparameters.mp4 79.3 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/182 Making Predictions.mp4 79.2 MB
07 NumPy/060 NumPy DataTypes and Attributes.mp4 79.0 MB
09 Scikit-learn Creating Machine Learning Models/123 Evaluating A Classification Model 4 (Confusion Matrix).mp4 77.7 MB
01 Introduction/001 Course Outline.mp4 77.3 MB
06 Pandas Data Analysis/049 Describing Data with Pandas.mp4 75.6 MB
09 Scikit-learn Creating Machine Learning Models/100 Scikit-learn Cheatsheet.mp4 75.1 MB
08 Matplotlib Plotting and Data Visualization/086 Plotting from Pandas DataFrames 3.mp4 74.7 MB
18 Learn Python Part 2/312 Conditional Logic.mp4 74.6 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/200 Setting Up Google Colab.mp4 74.2 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/229 Evaluating Performance With TensorBoard.mp4 74.2 MB
17 Learn Python/272 Numbers.mp4 72.7 MB
11 Milestone Project 1 Supervised Learning (Classification)/152 Preparing Our Data For Machine Learning.mp4 72.6 MB
18 Learn Python Part 2/358 Packages in Python.mp4 72.4 MB
06 Pandas Data Analysis/050 Selecting and Viewing Data with Pandas.mp4 72.3 MB
11 Milestone Project 1 Supervised Learning (Classification)/159 Evaluating Our Model.mp4 71.6 MB
05 Data Science Environment Setup/043 Jupyter Notebook Walkthrough 3.mp4 71.4 MB
07 NumPy/063 Viewing Arrays and Matrices.mp4 70.6 MB
09 Scikit-learn Creating Machine Learning Models/126 Evaluating A Regression Model 1 (R2 Score).mp4 70.4 MB
08 Matplotlib Plotting and Data Visualization/080 Histograms And Subplots.mp4 69.7 MB
17 Learn Python/288 Built-In Functions Methods.mp4 69.4 MB
07 NumPy/065 Manipulating Arrays 2.mp4 67.9 MB
18 Learn Python Part 2/346 Pure Functions.mp4 67.4 MB
05 Data Science Environment Setup/041 Jupyter Notebook Walkthrough.mp4 67.3 MB
08 Matplotlib Plotting and Data Visualization/079 Scatter Plot And Bar Plot.mp4 67.0 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/173 Filling Missing Categorical Values.mp4 66.9 MB
11 Milestone Project 1 Supervised Learning (Classification)/148 Exploring Our Data.mp4 66.9 MB
06 Pandas Data Analysis/056 How To Download The Course Assignments.mp4 66.8 MB
07 NumPy/061 Creating NumPy Arrays.mp4 66.8 MB
09 Scikit-learn Creating Machine Learning Models/115 Making Predictions With Our Model.mp4 66.5 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/213 Creating Our Own Validation Set.mp4 66.4 MB
09 Scikit-learn Creating Machine Learning Models/121 Evaluating A Classification Model 2 (ROC Curve).mp4 66.0 MB
11 Milestone Project 1 Supervised Learning (Classification)/161 Evaluating Our Model 3.mp4 64.8 MB
17 Learn Python/310 Sets 2.mp4 64.3 MB
17 Learn Python/265 How To Run Python Code.mp4 63.9 MB
09 Scikit-learn Creating Machine Learning Models/103 Getting Your Data Ready Splitting Your Data.mp4 63.7 MB
09 Scikit-learn Creating Machine Learning Models/124 Evaluating A Classification Model 5 (Confusion Matrix).mp4 63.6 MB
11 Milestone Project 1 Supervised Learning (Classification)/149 Finding Patterns.mp4 63.3 MB
18 Learn Python Part 2/334 return.mp4 63.0 MB
11 Milestone Project 1 Supervised Learning (Classification)/158 Tuning Hyperparameters 3.mp4 63.0 MB
17 Learn Python/296 List Methods.mp4 61.8 MB
03 Machine Learning and Data Science Framework/017 Types of Machine Learning Problems.mp4 60.5 MB
08 Matplotlib Plotting and Data Visualization/083 Plotting From Pandas DataFrames.mp4 60.3 MB
17 Learn Python/274 DEVELOPER FUNDAMENTALS I.mp4 59.7 MB
08 Matplotlib Plotting and Data Visualization/088 Plotting from Pandas DataFrames 5.mp4 57.0 MB
09 Scikit-learn Creating Machine Learning Models/138 Saving And Loading A Model 2.mp4 56.8 MB
09 Scikit-learn Creating Machine Learning Models/114 Fitting A Model To The Data.mp4 56.6 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/174 Fitting A Machine Learning Model.mp4 55.5 MB
11 Milestone Project 1 Supervised Learning (Classification)/154 Experimenting With Machine Learning Models.mp4 55.3 MB
09 Scikit-learn Creating Machine Learning Models/128 Evaluating A Regression Model 3 (MSE).mp4 54.9 MB
09 Scikit-learn Creating Machine Learning Models/116 predict() vs predict_proba().mp4 54.3 MB
07 NumPy/067 Reshape and Transpose.mp4 53.5 MB
18 Learn Python Part 2/351 List Comprehensions.mp4 53.3 MB
18 Learn Python Part 2/357 Optional PyCharm.mp4 53.1 MB
09 Scikit-learn Creating Machine Learning Models/137 Saving And Loading A Model.mp4 52.6 MB
18 Learn Python Part 2/350 reduce().mp4 52.3 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/169 Exploring Our Data 2.mp4 52.0 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/202 Uploading Project Data.mp4 52.0 MB
07 NumPy/062 NumPy Random Seed.mp4 51.9 MB
07 NumPy/066 Standard Deviation and Variance.mp4 51.2 MB
17 Learn Python/292 Exercise Password Checker.mp4 51.1 MB
09 Scikit-learn Creating Machine Learning Models/122 Evaluating A Classification Model 3 (ROC Curve).mp4 50.6 MB
17 Learn Python/290 Exercise Type Conversion.mp4 50.3 MB
18 Learn Python Part 2/329 DEVELOPER FUNDAMENTALS IV.mp4 50.2 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/219 Preparing Our Inputs and Outputs.mp4 50.1 MB
17 Learn Python/294 List Slicing.mp4 49.9 MB
18 Learn Python Part 2/328 Our First GUI.mp4 49.6 MB
08 Matplotlib Plotting and Data Visualization/093 Saving And Sharing Your Plots.mp4 49.5 MB
17 Learn Python/285 Formatted Strings.mp4 49.3 MB
17 Learn Python/286 String Indexes.mp4 49.2 MB
08 Matplotlib Plotting and Data Visualization/087 Plotting from Pandas DataFrames 4.mp4 49.0 MB
18 Learn Python Part 2/331 Functions.mp4 48.6 MB
18 Learn Python Part 2/359 Different Ways To Import.mp4 48.0 MB
05 Data Science Environment Setup/037 Windows Environment Setup.mp4 47.9 MB
17 Learn Python/266 Our First Python Program.mp4 47.2 MB
18 Learn Python Part 2/318 Exercise Logical Operators.mp4 46.6 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/208 Optional GPU and Google Colab.mp4 45.9 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/225 Summarizing Our Model.mp4 45.4 MB
09 Scikit-learn Creating Machine Learning Models/117 Making Predictions With Our Model (Regression).mp4 44.9 MB
03 Machine Learning and Data Science Framework/024 Modelling - Comparison.mp4 44.9 MB
18 Learn Python Part 2/321 Iterables.mp4 43.2 MB
18 Learn Python Part 2/339 args and kwargs.mp4 43.0 MB
18 Learn Python Part 2/314 Truthy vs Falsey.mp4 42.8 MB
02 Machine Learning 101/007 Exercise Machine Learning Playground.mp4 42.6 MB
17 Learn Python/306 Dictionary Methods 2.mp4 42.4 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/203 Setting Up Our Data.mp4 42.3 MB
13 Data Engineering/185 What Is Data.mp4 42.2 MB
17 Learn Python/273 Math Functions.mp4 41.8 MB
11 Milestone Project 1 Supervised Learning (Classification)/160 Evaluating Our Model 2.mp4 41.5 MB
09 Scikit-learn Creating Machine Learning Models/096 Scikit-learn Introduction.mp4 40.6 MB
17 Learn Python/299 Common List Patterns.mp4 40.5 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/201 Google Colab Workspace.mp4 39.6 MB
17 Learn Python/269 Learning Python.mp4 38.5 MB
18 Learn Python Part 2/347 map().mp4 38.4 MB
18 Learn Python Part 2/333 Default Parameters and Keyword Arguments.mp4 38.1 MB
08 Matplotlib Plotting and Data Visualization/081 Subplots Option 2.mp4 38.1 MB
18 Learn Python Part 2/342 Scope Rules.mp4 37.7 MB
17 Learn Python/309 Sets.mp4 37.0 MB
03 Machine Learning and Data Science Framework/020 Features In Data.mp4 36.8 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/227 Preventing Overfitting.mp4 36.5 MB
18 Learn Python Part 2/343 global Keyword.mp4 36.5 MB
18 Learn Python Part 2/352 Set Comprehensions.mp4 35.4 MB
11 Milestone Project 1 Supervised Learning (Classification)/144 Project Overview.mp4 34.4 MB
18 Learn Python Part 2/320 For Loops.mp4 34.3 MB
18 Learn Python Part 2/319 is vs.mp4 33.6 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/165 Project Overview.mp4 32.9 MB
07 NumPy/071 Sorting Arrays.mp4 32.8 MB
17 Learn Python/302 Dictionaries.mp4 32.7 MB
13 Data Engineering/190 Types Of Databases.mp4 32.6 MB
08 Matplotlib Plotting and Data Visualization/076 Matplotlib Introduction.mp4 31.5 MB
09 Scikit-learn Creating Machine Learning Models/120 Evaluating A Classification Model 1 (Accuracy).mp4 31.4 MB
17 Learn Python/281 Strings.mp4 31.0 MB
18 Learn Python Part 2/336 Methods vs Functions.mp4 30.7 MB
05 Data Science Environment Setup/034 Conda Environments.mp4 30.6 MB
02 Machine Learning 101/008 How Did We Get Here.mp4 30.5 MB
03 Machine Learning and Data Science Framework/018 Types of Data.mp4 29.3 MB
17 Learn Python/291 DEVELOPER FUNDAMENTALS II.mp4 29.2 MB
17 Learn Python/270 Python Data Types.mp4 28.8 MB
09 Scikit-learn Creating Machine Learning Models/127 Evaluating A Regression Model 2 (MAE).mp4 28.5 MB
18 Learn Python Part 2/317 Logical Operators.mp4 28.3 MB
02 Machine Learning 101/005 What Is Machine Learning.mp4 28.3 MB
18 Learn Python Part 2/323 range().mp4 28.3 MB
18 Learn Python Part 2/325 While Loops.mp4 28.3 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/206 Optional TensorFlow 2.0 Default Issue.mp4 28.1 MB
18 Learn Python Part 2/313 Indentation In Python.mp4 28.0 MB
01 Introduction/004 Your First Day.mp4 27.9 MB
17 Learn Python/298 List Methods 3.mp4 27.7 MB
03 Machine Learning and Data Science Framework/021 Modelling - Splitting Data.mp4 27.5 MB
06 Pandas Data Analysis/046 Pandas Introduction.mp4 27.4 MB
17 Learn Python/297 List Methods 2.mp4 27.4 MB
03 Machine Learning and Data Science Framework/027 Tools We Will Use.mp4 27.3 MB
17 Learn Python/305 Dictionary Methods.mp4 27.2 MB
07 NumPy/058 NumPy Introduction.mp4 26.8 MB
17 Learn Python/303 DEVELOPER FUNDAMENTALS III.mp4 26.6 MB
07 NumPy/070 Comparison Operators.mp4 26.4 MB
17 Learn Python/268 Exercise How Does Python Work.mp4 26.0 MB
18 Learn Python Part 2/326 While Loops 2.mp4 25.9 MB
17 Learn Python/307 Tuples.mp4 25.6 MB
02 Machine Learning 101/012 What Is Machine Learning Round 2.mp4 25.5 MB
18 Learn Python Part 2/324 enumerate().mp4 24.8 MB
13 Data Engineering/188 What Is A Data Engineer 3.mp4 24.3 MB
13 Data Engineering/187 What Is A Data Engineer 2.mp4 24.2 MB
15 Storytelling Communication How To Present Your Work/245 Weekend Project Principle.mp4 23.6 MB
18 Learn Python Part 2/348 filter().mp4 23.6 MB
03 Machine Learning and Data Science Framework/016 6 Step Machine Learning Framework.mp4 23.5 MB
03 Machine Learning and Data Science Framework/022 Modelling - Picking the Model.mp4 23.2 MB
17 Learn Python/284 Escape Sequences.mp4 23.2 MB
18 Learn Python Part 2/332 Parameters and Arguments.mp4 23.1 MB
02 Machine Learning 101/010 Types of Machine Learning.mp4 22.7 MB
18 Learn Python Part 2/327 break continue pass.mp4 22.2 MB
18 Learn Python Part 2/353 Exercise Comprehensions.mp4 22.0 MB
17 Learn Python/293 Lists.mp4 22.0 MB
17 Learn Python/277 Optional bin() and complex.mp4 21.9 MB
18 Learn Python Part 2/340 Exercise Functions.mp4 21.8 MB
03 Machine Learning and Data Science Framework/026 Experimentation.mp4 21.3 MB
18 Learn Python Part 2/349 zip().mp4 21.3 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/204 Setting Up Our Data 2.mp4 20.9 MB
17 Learn Python/287 Immutability.mp4 20.8 MB
17 Learn Python/304 Dictionary Keys.mp4 20.4 MB
18 Learn Python Part 2/311 Breaking The Flow.mp4 20.3 MB
18 Learn Python Part 2/330 Exercise Find Duplicates.mp4 20.2 MB
15 Storytelling Communication How To Present Your Work/242 Communicating Your Work.mp4 20.2 MB
18 Learn Python Part 2/341 Scope.mp4 20.1 MB
18 Learn Python Part 2/315 Ternary Operator.mp4 19.7 MB
02 Machine Learning 101/006 AIMachine LearningData Science.mp4 19.7 MB
18 Learn Python Part 2/338 Clean Code.mp4 19.7 MB
02 Machine Learning 101/009 Exercise YouTube Recommendation Engine.mp4 19.4 MB
18 Learn Python Part 2/316 Short Circuiting.mp4 19.4 MB
05 Data Science Environment Setup/032 Introducing Our Tools.mp4 19.3 MB
13 Data Engineering/196 Kafka and Stream Processing.mp4 19.2 MB
18 Learn Python Part 2/345 Why Do We Need Scope.mp4 19.2 MB
17 Learn Python/295 Matrix.mp4 19.1 MB
17 Learn Python/283 Type Conversion.mp4 19.0 MB
15 Storytelling Communication How To Present Your Work/244 Communicating With Co-Workers.mp4 19.0 MB
15 Storytelling Communication How To Present Your Work/243 Communicating With Managers.mp4 18.4 MB
18 Learn Python Part 2/344 nonlocal Keyword.mp4 18.3 MB
03 Machine Learning and Data Science Framework/019 Types of Evaluation.mp4 17.8 MB
18 Learn Python Part 2/337 Docstrings.mp4 17.3 MB
17 Learn Python/308 Tuples 2.mp4 17.0 MB
09 Scikit-learn Creating Machine Learning Models/136 Quick Tip Correlation Analysis.mp4 16.9 MB
17 Learn Python/289 Booleans.mp4 16.5 MB
09 Scikit-learn Creating Machine Learning Models/104 Quick Tip Clean Transform Reduce.mp4 16.5 MB
18 Learn Python Part 2/322 Exercise Tricky Counter.mp4 16.4 MB
03 Machine Learning and Data Science Framework/023 Modelling - Tuning.mp4 16.0 MB
16 Career Advice Extra Bits/255 JTS Start With Why.mp4 15.4 MB
17 Learn Python/280 Augmented Assignment Operator.mp4 15.3 MB
13 Data Engineering/186 What Is A Data Engineer.mp4 15.2 MB
13 Data Engineering/189 What Is A Data Engineer 4.mp4 14.9 MB
15 Storytelling Communication How To Present Your Work/246 Communicating With Outside World.mp4 14.5 MB
17 Learn Python/275 Operator Precedence.mp4 14.4 MB
17 Learn Python/300 List Unpacking.mp4 13.9 MB
13 Data Engineering/184 Data Engineering Introduction.mp4 13.5 MB
03 Machine Learning and Data Science Framework/014 Section Overview.mp4 13.3 MB
07 NumPy/057 Section Overview.mp4 13.3 MB
05 Data Science Environment Setup/033 What is Conda.mp4 12.5 MB
09 Scikit-learn Creating Machine Learning Models/095 Section Overview.mp4 12.5 MB
08 Matplotlib Plotting and Data Visualization/082 Quick Tip Data Visualizations.mp4 12.3 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/197 Section Overview.mp4 12.2 MB
15 Storytelling Communication How To Present Your Work/247 Storytelling.mp4 12.0 MB
03 Machine Learning and Data Science Framework/015 Introducing Our Framework.mp4 11.4 MB
16 Career Advice Extra Bits/254 JTS Learn to Learn.mp4 11.1 MB
20 Where To Go From Here/363 Thank You.mp4 11.1 MB
09 Scikit-learn Creating Machine Learning Models/112 Quick Tip How ML Algorithms Work.mp4 11.1 MB
17 Learn Python/279 Expressions vs Statements.mp4 11.0 MB
15 Storytelling Communication How To Present Your Work/241 Section Overview.mp4 10.9 MB
06 Pandas Data Analysis/044 Section Overview.mp4 10.9 MB
11 Milestone Project 1 Supervised Learning (Classification)/143 Section Overview.mp4 10.2 MB
13 Data Engineering/194 Hadoop HDFS and MapReduce.mp4 10.1 MB
04 The 2 Paths/029 The 2 Paths.mp4 9.7 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/164 Section Overview.mp4 8.9 MB
08 Matplotlib Plotting and Data Visualization/075 Section Overview.mp4 8.6 MB
17 Learn Python/301 None.mp4 7.9 MB
17 Learn Python/282 String Concatenation.mp4 7.3 MB
07 NumPy/072 numpy-images.zip 7.3 MB
05 Data Science Environment Setup/031 Section Overview.mp4 6.0 MB
13 Data Engineering/195 Apache Spark and Apache Flink.mp4 5.8 MB
02 Machine Learning 101/013 Section Review.mp4 5.6 MB
08 Matplotlib Plotting and Data Visualization/078 matplotlib-anatomy-of-a-plot-with-code.png 654.8 KB
08 Matplotlib Plotting and Data Visualization/078 matplotlib-anatomy-of-a-plot.png 369.4 KB
06 Pandas Data Analysis/047 pandas-anatomy-of-a-dataframe.png 333.2 KB
06 Pandas Data Analysis/053 pandas-anatomy-of-a-dataframe.png 333.2 KB
05 Data Science Environment Setup/041 6-step-ml-framework.png 324.2 KB
05 Data Science Environment Setup/033 conda-cheatsheet.pdf 201.3 KB
09 Scikit-learn Creating Machine Learning Models/101 Typical scikit-learn Workflow.en.srt 31.7 KB
05 Data Science Environment Setup/038 Windows Environment Setup 2.en.srt 31.6 KB
09 Scikit-learn Creating Machine Learning Models/133 Tuning Hyperparameters.en.srt 30.5 KB
09 Scikit-learn Creating Machine Learning Models/139 Putting It All Together.en.srt 26.4 KB
09 Scikit-learn Creating Machine Learning Models/102 Optional Debugging Warnings In Jupyter.en.srt 25.5 KB
05 Data Science Environment Setup/035 Mac Environment Setup.en.srt 23.9 KB
09 Scikit-learn Creating Machine Learning Models/108 Getting Your Data Ready Handling Missing Values With Scikit-learn.en.srt 23.1 KB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/228 Training Your Deep Neural Network.en.srt 23.1 KB
09 Scikit-learn Creating Machine Learning Models/105 Getting Your Data Ready Convert Data To Numbers.en.srt 22.7 KB
05 Data Science Environment Setup/042 Jupyter Notebook Walkthrough 2.en.srt 22.5 KB
11 Milestone Project 1 Supervised Learning (Classification)/162 Finding The Most Important Features.en.srt 22.3 KB
11 Milestone Project 1 Supervised Learning (Classification)/150 Finding Patterns 2.en.srt 22.3 KB
12 Milestone Project 2 Supervised Learning (Time Series Data)/171 Turning Data Into Numbers.en.srt 22.3 KB
12 Milestone Project 2 Supervised Learning (Time Series Data)/170 Feature Engineering.en.srt 22.1 KB
09 Scikit-learn Creating Machine Learning Models/109 Choosing The Right Model For Your Data.en.srt 21.4 KB
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09 Scikit-learn Creating Machine Learning Models/103 scikit-learn-data.zip 20.8 KB
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