10.48 GB | 20min 14s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English
Files Included :
FileName :1 Complete A I Machine Learning and Data Science Zero to Mastery.mp4 | Size: (53.38 MB)
FileName :2 Course Outline.mp4 | Size: (47.51 MB)
FileName :5 Your First Day.mp4 | Size: (18.83 MB)
FileName :1 What Is Machine Learning.mp4 | Size: (19.24 MB)
FileName :2 AIMachine LearningData Science.mp4 | Size: (15.33 MB)
FileName :3 Exercise Machine Learning Playground.mp4 | Size: (23.5 MB)
FileName :4 How Did We Get Here.mp4 | Size: (22.95 MB)
FileName :5 Exercise YouTube Recommendation Engine.mp4 | Size: (11.05 MB)
FileName :6 Types of Machine Learning.mp4 | Size: (12.68 MB)
FileName :8 What Is Machine Learning Round 2.mp4 | Size: (14.57 MB)
FileName :9 Section Review.mp4 | Size: (2.67 MB)
FileName :1 Section Overview.mp4 | Size: (7.67 MB)
FileName :2 Introducing Our Framework.mp4 | Size: (4.84 MB)
FileName :3 6 Step Machine Learning Framework.mp4 | Size: (10.43 MB)
FileName :4 Types of Machine Learning Problems.mp4 | Size: (35.14 MB)
FileName :5 Types of Data.mp4 | Size: (16.16 MB)
FileName :6 Types of Evaluation.mp4 | Size: (9.77 MB)
FileName :7 Features In Data.mp4 | Size: (15.86 MB)
FileName :8 Modelling - Splitting Data.mp4 | Size: (15.17 MB)
FileName :9 Modelling - Picking the Model.mp4 | Size: (12.7 MB)
FileName :10 Modelling - Tuning.mp4 | Size: (6.9 MB)
FileName :11 Modelling - Comparison.mp4 | Size: (20.14 MB)
FileName :13 Experimentation.mp4 | Size: (12.01 MB)
FileName :14 Tools We Will Use.mp4 | Size: (14.61 MB)
FileName :1 The 2 Paths.mp4 | Size: (4.82 MB)
FileName :1 Section Overview.mp4 | Size: (3.15 MB)
FileName :2 Introducing Our Tools.mp4 | Size: (10.8 MB)
FileName :3 What is Conda.mp4 | Size: (6.79 MB)
FileName :4 Conda Environments.mp4 | Size: (10.53 MB)
FileName :5 Mac Environment Setup.mp4 | Size: (90.11 MB)
FileName :6 Mac Environment Setup 2.mp4 | Size: (79.85 MB)
FileName :7 Windows Environment Setup.mp4 | Size: (26.87 MB)
FileName :8 Windows Environment Setup 2.mp4 | Size: (139.99 MB)
FileName :11 Jupyter Notebook Walkthrough.mp4 | Size: (39.17 MB)
FileName :12 Jupyter Notebook Walkthrough 2.mp4 | Size: (64.33 MB)
FileName :13 Jupyter Notebook Walkthrough 3.mp4 | Size: (40.22 MB)
FileName :1 Section Overview.mp4 | Size: (6.14 MB)
FileName :3 Pandas Introduction.mp4 | Size: (14.72 MB)
FileName :4 Series, Data Frames and CSVs.mp4 | Size: (58.04 MB)
FileName :7 Describing Data with Pandas.mp4 | Size: (46.35 MB)
FileName :8 Selecting and Viewing Data with Pandas.mp4 | Size: (37.64 MB)
FileName :10 Selecting and Viewing Data with Pandas Part 2.mp4 | Size: (62.75 MB)
FileName :11 Manipulating Data.mp4 | Size: (57.46 MB)
FileName :12 Manipulating Data 2.mp4 | Size: (54.66 MB)
FileName :13 Manipulating Data 3.mp4 | Size: (59.78 MB)
FileName :15 How To Download The Course Assignments.mp4 | Size: (34.05 MB)
FileName :1 Section Overview.mp4 | Size: (9.8 MB)
FileName :2 NumPy Introduction.mp4 | Size: (15.27 MB)
FileName :4 NumPy DataTypes and Attributes.mp4 | Size: (39.32 MB)
FileName :5 Creating NumPy Arrays.mp4 | Size: (40.46 MB)
FileName :6 NumPy Random Seed.mp4 | Size: (27.44 MB)
FileName :8 Viewing Arrays and Matrices.mp4 | Size: (41.22 MB)
FileName :9 Manipulating Arrays.mp4 | Size: (53.57 MB)
FileName :10 Manipulating Arrays 2.mp4 | Size: (37.91 MB)
FileName :11 Standard Deviation and Variance.mp4 | Size: (31.53 MB)
FileName :12 Reshape and Transpose.mp4 | Size: (33.69 MB)
FileName :13 Dot Product vs Element Wise.mp4 | Size: (53.85 MB)
FileName :14 Exercise Nut Butter Store Sales.mp4 | Size: (60.6 MB)
FileName :15 Comparison Operators.mp4 | Size: (17.35 MB)
FileName :16 Sorting Arrays.mp4 | Size: (19.64 MB)
FileName :17 Turn Images Into NumPy Arrays.mp4 | Size: (59.4 MB)
FileName :1 Section Overview.mp4 | Size: (4.76 MB)
FileName :2 Matplotlib Introduction.mp4 | Size: (17.21 MB)
FileName :3 Importing And Using Matplotlib.mp4 | Size: (51.9 MB)
FileName :4 Anatomy Of A Matplotlib Figure.mp4 | Size: (45.86 MB)
FileName :5 Scatter Plot And Bar Plot.mp4 | Size: (40.29 MB)
FileName :6 Histograms And Subplots.mp4 | Size: (41.17 MB)
FileName :7 Subplots Option 2.mp4 | Size: (22.03 MB)
FileName :8 Quick Tip Data Visualizations.mp4 | Size: (5.21 MB)
FileName :9 Plotting From Pandas DataFrames.mp4 | Size: (40.69 MB)
FileName :11 Plotting From Pandas DataFrames 2.mp4 | Size: (69.83 MB)
FileName :12 Plotting from Pandas DataFrames 3.mp4 | Size: (45.86 MB)
FileName :13 Plotting from Pandas DataFrames 4.mp4 | Size: (24.42 MB)
FileName :14 Plotting from Pandas DataFrames 5.mp4 | Size: (32.67 MB)
FileName :15 Plotting from Pandas DataFrames 6.mp4 | Size: (52.34 MB)
FileName :16 Plotting from Pandas DataFrames 7.mp4 | Size: (69.19 MB)
FileName :17 Customizing Your Plots.mp4 | Size: (55.6 MB)
FileName :18 Customizing Your Plots 2.mp4 | Size: (86.39 MB)
FileName :19 Saving And Sharing Your Plots.mp4 | Size: (33.91 MB)
FileName :1 Section Overview.mp4 | Size: (6.77 MB)
FileName :2 Scikit-learn Introduction.mp4 | Size: (22.9 MB)
FileName :4 Refresher What Is Machine Learning.mp4 | Size: (50.98 MB)
FileName :6 Scikit-learn Cheatsheet.mp4 | Size: (62.2 MB)
FileName :7 Typical scikit-learn Workflow.mp4 | Size: (136.39 MB)
FileName :8 Optional Debugging Warnings In Jupyter.mp4 | Size: (100.3 MB)
FileName :9 Getting Your Data Ready Splitting Your Data.mp4 | Size: (36.51 MB)
FileName :10 Quick Tip Clean, Transform, Reduce.mp4 | Size: (10.14 MB)
FileName :11 Getting Your Data Ready Convert Data To Numbers.mp4 | Size: (85.32 MB)
FileName :13 Getting Your Data Ready Handling Missing Values With Pandas.mp4 | Size: (70.49 MB)
FileName :16 Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4 | Size: (92.79 MB)
FileName :17 NEW Choosing The Right Model For Your Data.mp4 | Size: (164.61 MB)
FileName :18 NEW Choosing The Right Model For Your Data 2 (Regression).mp4 | Size: (80.82 MB)
FileName :20 Quick Tip How ML Algorithms Work.mp4 | Size: (6.28 MB)
FileName :21 Choosing The Right Model For Your Data 3 (Classification).mp4 | Size: (78.31 MB)
FileName :22 Fitting A Model To The Data.mp4 | Size: (35.55 MB)
FileName :23 Making Predictions With Our Model.mp4 | Size: (47.46 MB)
FileName :24 predict() vs predict proba().mp4 | Size: (33.87 MB)
FileName :25 NEW Making Predictions With Our Model (Regression).mp4 | Size: (51.67 MB)
FileName :26 NEW Evaluating A Machine Learning Model (Score) Part 1.mp4 | Size: (59.2 MB)
FileName :27 NEW Evaluating A Machine Learning Model (Score) Part 2.mp4 | Size: (40.73 MB)
FileName :28 Evaluating A Machine Learning Model 2 (Cross Validation).mp4 | Size: (62.34 MB)
FileName :29 Evaluating A Classification Model 1 (Accuracy).mp4 | Size: (17.4 MB)
FileName :30 Evaluating A Classification Model 2 (ROC Curve).mp4 | Size: (41.32 MB)
FileName :31 Evaluating A Classification Model 3 (ROC Curve).mp4 | Size: (30.03 MB)
FileName :33 Evaluating A Classification Model 4 (Confusion Matrix).mp4 | Size: (43.56 MB)
FileName :34 NEW Evaluating A Classification Model 5 (Confusion Matrix).mp4 | Size: (80.02 MB)
FileName :35 Evaluating A Classification Model 6 (Classification Report).mp4 | Size: (66.99 MB)
FileName :36 NEW Evaluating A Regression Model 1 (R2 Score).mp4 | Size: (75.73 MB)
FileName :37 NEW Evaluating A Regression Model 2 (MAE).mp4 | Size: (38.28 MB)
FileName :38 NEW Evaluating A Regression Model 3 (MSE).mp4 | Size: (51 MB)
FileName :40 NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 | Size: (142.25 MB)
FileName :41 NEW Evaluating A Model With Scikit-learn Functions.mp4 | Size: (89.96 MB)
FileName :42 Improving A Machine Learning Model.mp4 | Size: (62.37 MB)
FileName :43 Tuning Hyperparameters.mp4 | Size: (121.66 MB)
FileName :44 Tuning Hyperparameters 2.mp4 | Size: (76.84 MB)
FileName :45 Tuning Hyperparameters 3.mp4 | Size: (85.34 MB)
FileName :47 Quick Tip Correlation Analysis.mp4 | Size: (20.57 MB)
FileName :48 Saving And Loading A Model.mp4 | Size: (36.33 MB)
FileName :49 Saving And Loading A Model 2.mp4 | Size: (37.73 MB)
FileName :50 Putting It All Together.mp4 | Size: (96.88 MB)
FileName :51 Putting It All Together 2.mp4 | Size: (82 MB)
FileName :1 Section Overview.mp4 | Size: (5.58 MB)
FileName :2 Project Overview.mp4 | Size: (19.7 MB)
FileName :3 Project Environment Setup.mp4 | Size: (65.72 MB)
FileName :4 Step 1~4 Framework Setup.mp4 | Size: (72.13 MB)
FileName :6 Getting Our Tools Ready.mp4 | Size: (53.83 MB)
FileName :7 Exploring Our Data.mp4 | Size: (47.88 MB)
FileName :8 Finding Patterns.mp4 | Size: (38.74 MB)
FileName :9 Finding Patterns 2.mp4 | Size: (68.72 MB)
FileName :10 Finding Patterns 3.mp4 | Size: (105.48 MB)
FileName :11 Preparing Our Data For Machine Learning.mp4 | Size: (46.56 MB)
FileName :12 Choosing The Right Models.mp4 | Size: (64.88 MB)
FileName :13 Experimenting With Machine Learning Models.mp4 | Size: (36.01 MB)
FileName :14 TuningImproving Our Model.mp4 | Size: (68.28 MB)
FileName :15 Tuning Hyperparameters.mp4 | Size: (70.75 MB)
FileName :16 Tuning Hyperparameters 2.mp4 | Size: (83.35 MB)
FileName :17 Tuning Hyperparameters 3.mp4 | Size: (48.11 MB)
FileName :19 Evaluating Our Model.mp4 | Size: (43.29 MB)
FileName :20 Evaluating Our Model 2.mp4 | Size: (24.1 MB)
FileName :21 Evaluating Our Model 3.mp4 | Size: (43.85 MB)
FileName :22 Finding The Most Important Features.mp4 | Size: (90.86 MB)
FileName :23 Reviewing The Project.mp4 | Size: (74.63 MB)
FileName :24 Exercise Imposter Syndrome.mp4 | Size: (19.93 MB)
FileName :1 Section Overview.mp4 | Size: (7 MB)
FileName :2 Project Overview.mp4 | Size: (17.56 MB)
FileName :4 Project Environment Setup.mp4 | Size: (63.21 MB)
FileName :5 Step 1~4 Framework Setup.mp4 | Size: (58.59 MB)
FileName :6 Exploring Our Data.mp4 | Size: (91.64 MB)
FileName :7 Exploring Our Data 2.mp4 | Size: (35 MB)
FileName :8 Feature Engineering.mp4 | Size: (122.46 MB)
FileName :9 Turning Data Into Numbers.mp4 | Size: (119.74 MB)
FileName :10 Filling Missing Numerical Values.mp4 | Size: (77.9 MB)
FileName :11 Filling Missing Categorical Values.mp4 | Size: (49.82 MB)
FileName :12 Fitting A Machine Learning Model.mp4 | Size: (34.46 MB)
FileName :13 Splitting Data.mp4 | Size: (62.08 MB)
FileName :15 Custom Evaluation Function.mp4 | Size: (74.62 MB)
FileName :16 Reducing Data.mp4 | Size: (66.74 MB)
FileName :17 RandomizedSearchCV.mp4 | Size: (62.32 MB)
FileName :18 Improving Hyperparameters.mp4 | Size: (56.94 MB)
FileName :19 Preproccessing Our Data.mp4 | Size: (114.38 MB)
FileName :20 Making Predictions.mp4 | Size: (54.32 MB)
FileName :21 Feature Importance.mp4 | Size: (115.27 MB)
FileName :1 Data Engineering Introduction.mp4 | Size: (7.71 MB)
FileName :2 What Is Data.mp4 | Size: (20.48 MB)
FileName :3 What is a Data Engineer.mp4 | Size: (9.42 MB)
FileName :4 What is A Data Engineer 2.mp4 | Size: (11.44 MB)
FileName :5 What is a Data Engineer 3.mp4 | Size: (13.63 MB)
FileName :6 What is a Data Engineer 4.mp4 | Size: (8.8 MB)
FileName :7 Types of Databases.mp4 | Size: (17.89 MB)
FileName :9 Optional OLTP Databases.mp4 | Size: (52.1 MB)
FileName :11 Hadoop, HDFS and MapReduce.mp4 | Size: (7.23 MB)
FileName :12 Apache Spark and Apache Flink.mp4 | Size: (3.1 MB)
FileName :13 Kafka and Stream Processing.mp4 | Size: (9.32 MB)
FileName :1 Section Overview.mp4 | Size: (7.79 MB)
FileName :2 Deep Learning and Unstructured Data.mp4 | Size: (55.41 MB)
FileName :4 Setting Up Google Colab.mp4 | Size: (63.47 MB)
FileName :5 Google Colab Workspace.mp4 | Size: (26.36 MB)
FileName :6 Uploading Project Data.mp4 | Size: (34.62 MB)
FileName :7 Setting Up Our Data.mp4 | Size: (34.61 MB)
FileName :8 Setting Up Our Data 2.mp4 | Size: (17.83 MB)
FileName :9 Importing TensorFlow 2.mp4 | Size: (78.08 MB)
FileName :10 Optional TensorFlow 2 0 Default Issue.mp4 | Size: (16.46 MB)
FileName :11 Using A GPU.mp4 | Size: (48.79 MB)
FileName :12 Optional GPU and Google Colab.mp4 | Size: (31.28 MB)
FileName :13 Optional Reloading Colab Notebook.mp4 | Size: (67.55 MB)
FileName :14 Loading Our Data Labels.mp4 | Size: (75.55 MB)
FileName :15 Preparing The Images.mp4 | Size: (80.19 MB)
FileName :16 Turning Data Labels Into Numbers.mp4 | Size: (75.71 MB)
FileName :17 Creating Our Own Validation Set.mp4 | Size: (38.32 MB)
FileName :18 Preprocess Images.mp4 | Size: (65.62 MB)
FileName :19 Preprocess Images 2.mp4 | Size: (69.93 MB)
FileName :20 Turning Data Into Batches.mp4 | Size: (57.33 MB)
FileName :21 Turning Data Into Batches 2.mp4 | Size: (99.04 MB)
FileName :22 Visualizing Our Data.mp4 | Size: (91.45 MB)
FileName :23 Preparing Our Inputs and Outputs.mp4 | Size: (29.85 MB)
FileName :25 Building A Deep Learning Model.mp4 | Size: (78.97 MB)
FileName :26 Building A Deep Learning Model 2.mp4 | Size: (72.66 MB)
FileName :27 Building A Deep Learning Model 3.mp4 | Size: (70.88 MB)
FileName :28 Building A Deep Learning Model 4.mp4 | Size: (60.82 MB)
FileName :29 Summarizing Our Model.mp4 | Size: (29.4 MB)
FileName :30 Evaluating Our Model.mp4 | Size: (49.72 MB)
FileName :31 Preventing Overfitting.mp4 | Size: (23.58 MB)
FileName :32 Training Your Deep Neural Network.mp4 | Size: (115.31 MB)
FileName :33 Evaluating Performance With TensorBoard.mp4 | Size: (53.83 MB)
FileName :34 Make And Transform Predictions.mp4 | Size: (117.25 MB)
FileName :35 Transform Predictions To Text.mp4 | Size: (94.52 MB)
FileName :36 Visualizing Model Predictions.mp4 | Size: (70.72 MB)
FileName :37 Visualizing And Evaluate Model Predictions 2.mp4 | Size: (100.37 MB)
FileName :38 Visualizing And Evaluate Model Predictions 3.mp4 | Size: (65.42 MB)
FileName :39 Saving And Loading A Trained Model.mp4 | Size: (85.97 MB)
FileName :40 Training Model On Full Dataset.mp4 | Size: (98.5 MB)
FileName :41 Making Predictions On Test Images.mp4 | Size: (92.08 MB)
FileName :42 Submitting Model to Kaggle.mp4 | Size: (83.5 MB)
FileName :43 Making Predictions On Our Images.mp4 | Size: (71.13 MB)
FileName :1 Section Overview.mp4 | Size: (5.96 MB)
FileName :2 Communicating Your Work.mp4 | Size: (11.07 MB)
FileName :3 Communicating With Managers.mp4 | Size: (10.89 MB)
FileName :4 Communicating With Co-Workers.mp4 | Size: (10.57 MB)
FileName :5 Weekend Project Principle.mp4 | Size: (14.04 MB)
FileName :6 Communicating With Outside World.mp4 | Size: (8.03 MB)
FileName :7 Storytelling.mp4 | Size: (6.81 MB)
FileName :3 What If I Don't Have Enough Experience.mp4 | Size: (114 MB)
FileName :6 JTS Learn to Learn.mp4 | Size: (6.01 MB)
FileName :7 JTS Start With Why.mp4 | Size: (8.27 MB)
FileName :1 Thank You.mp4 | Size: (7.6 MB)
FileName :2 Course Outline.mp4 | Size: (47.51 MB)
FileName :5 Your First Day.mp4 | Size: (18.83 MB)
FileName :1 What Is Machine Learning.mp4 | Size: (19.24 MB)
FileName :2 AIMachine LearningData Science.mp4 | Size: (15.33 MB)
FileName :3 Exercise Machine Learning Playground.mp4 | Size: (23.5 MB)
FileName :4 How Did We Get Here.mp4 | Size: (22.95 MB)
FileName :5 Exercise YouTube Recommendation Engine.mp4 | Size: (11.05 MB)
FileName :6 Types of Machine Learning.mp4 | Size: (12.68 MB)
FileName :8 What Is Machine Learning Round 2.mp4 | Size: (14.57 MB)
FileName :9 Section Review.mp4 | Size: (2.67 MB)
FileName :1 Section Overview.mp4 | Size: (7.67 MB)
FileName :2 Introducing Our Framework.mp4 | Size: (4.84 MB)
FileName :3 6 Step Machine Learning Framework.mp4 | Size: (10.43 MB)
FileName :4 Types of Machine Learning Problems.mp4 | Size: (35.14 MB)
FileName :5 Types of Data.mp4 | Size: (16.16 MB)
FileName :6 Types of Evaluation.mp4 | Size: (9.77 MB)
FileName :7 Features In Data.mp4 | Size: (15.86 MB)
FileName :8 Modelling - Splitting Data.mp4 | Size: (15.17 MB)
FileName :9 Modelling - Picking the Model.mp4 | Size: (12.7 MB)
FileName :10 Modelling - Tuning.mp4 | Size: (6.9 MB)
FileName :11 Modelling - Comparison.mp4 | Size: (20.14 MB)
FileName :13 Experimentation.mp4 | Size: (12.01 MB)
FileName :14 Tools We Will Use.mp4 | Size: (14.61 MB)
FileName :1 The 2 Paths.mp4 | Size: (4.82 MB)
FileName :1 Section Overview.mp4 | Size: (3.15 MB)
FileName :2 Introducing Our Tools.mp4 | Size: (10.8 MB)
FileName :3 What is Conda.mp4 | Size: (6.79 MB)
FileName :4 Conda Environments.mp4 | Size: (10.53 MB)
FileName :5 Mac Environment Setup.mp4 | Size: (90.11 MB)
FileName :6 Mac Environment Setup 2.mp4 | Size: (79.85 MB)
FileName :7 Windows Environment Setup.mp4 | Size: (26.87 MB)
FileName :8 Windows Environment Setup 2.mp4 | Size: (139.99 MB)
FileName :11 Jupyter Notebook Walkthrough.mp4 | Size: (39.17 MB)
FileName :12 Jupyter Notebook Walkthrough 2.mp4 | Size: (64.33 MB)
FileName :13 Jupyter Notebook Walkthrough 3.mp4 | Size: (40.22 MB)
FileName :1 Section Overview.mp4 | Size: (6.14 MB)
FileName :3 Pandas Introduction.mp4 | Size: (14.72 MB)
FileName :4 Series, Data Frames and CSVs.mp4 | Size: (58.04 MB)
FileName :7 Describing Data with Pandas.mp4 | Size: (46.35 MB)
FileName :8 Selecting and Viewing Data with Pandas.mp4 | Size: (37.64 MB)
FileName :10 Selecting and Viewing Data with Pandas Part 2.mp4 | Size: (62.75 MB)
FileName :11 Manipulating Data.mp4 | Size: (57.46 MB)
FileName :12 Manipulating Data 2.mp4 | Size: (54.66 MB)
FileName :13 Manipulating Data 3.mp4 | Size: (59.78 MB)
FileName :15 How To Download The Course Assignments.mp4 | Size: (34.05 MB)
FileName :1 Section Overview.mp4 | Size: (9.8 MB)
FileName :2 NumPy Introduction.mp4 | Size: (15.27 MB)
FileName :4 NumPy DataTypes and Attributes.mp4 | Size: (39.32 MB)
FileName :5 Creating NumPy Arrays.mp4 | Size: (40.46 MB)
FileName :6 NumPy Random Seed.mp4 | Size: (27.44 MB)
FileName :8 Viewing Arrays and Matrices.mp4 | Size: (41.22 MB)
FileName :9 Manipulating Arrays.mp4 | Size: (53.57 MB)
FileName :10 Manipulating Arrays 2.mp4 | Size: (37.91 MB)
FileName :11 Standard Deviation and Variance.mp4 | Size: (31.53 MB)
FileName :12 Reshape and Transpose.mp4 | Size: (33.69 MB)
FileName :13 Dot Product vs Element Wise.mp4 | Size: (53.85 MB)
FileName :14 Exercise Nut Butter Store Sales.mp4 | Size: (60.6 MB)
FileName :15 Comparison Operators.mp4 | Size: (17.35 MB)
FileName :16 Sorting Arrays.mp4 | Size: (19.64 MB)
FileName :17 Turn Images Into NumPy Arrays.mp4 | Size: (59.4 MB)
FileName :1 Section Overview.mp4 | Size: (4.76 MB)
FileName :2 Matplotlib Introduction.mp4 | Size: (17.21 MB)
FileName :3 Importing And Using Matplotlib.mp4 | Size: (51.9 MB)
FileName :4 Anatomy Of A Matplotlib Figure.mp4 | Size: (45.86 MB)
FileName :5 Scatter Plot And Bar Plot.mp4 | Size: (40.29 MB)
FileName :6 Histograms And Subplots.mp4 | Size: (41.17 MB)
FileName :7 Subplots Option 2.mp4 | Size: (22.03 MB)
FileName :8 Quick Tip Data Visualizations.mp4 | Size: (5.21 MB)
FileName :9 Plotting From Pandas DataFrames.mp4 | Size: (40.69 MB)
FileName :11 Plotting From Pandas DataFrames 2.mp4 | Size: (69.83 MB)
FileName :12 Plotting from Pandas DataFrames 3.mp4 | Size: (45.86 MB)
FileName :13 Plotting from Pandas DataFrames 4.mp4 | Size: (24.42 MB)
FileName :14 Plotting from Pandas DataFrames 5.mp4 | Size: (32.67 MB)
FileName :15 Plotting from Pandas DataFrames 6.mp4 | Size: (52.34 MB)
FileName :16 Plotting from Pandas DataFrames 7.mp4 | Size: (69.19 MB)
FileName :17 Customizing Your Plots.mp4 | Size: (55.6 MB)
FileName :18 Customizing Your Plots 2.mp4 | Size: (86.39 MB)
FileName :19 Saving And Sharing Your Plots.mp4 | Size: (33.91 MB)
FileName :1 Section Overview.mp4 | Size: (6.77 MB)
FileName :2 Scikit-learn Introduction.mp4 | Size: (22.9 MB)
FileName :4 Refresher What Is Machine Learning.mp4 | Size: (50.98 MB)
FileName :6 Scikit-learn Cheatsheet.mp4 | Size: (62.2 MB)
FileName :7 Typical scikit-learn Workflow.mp4 | Size: (136.39 MB)
FileName :8 Optional Debugging Warnings In Jupyter.mp4 | Size: (100.3 MB)
FileName :9 Getting Your Data Ready Splitting Your Data.mp4 | Size: (36.51 MB)
FileName :10 Quick Tip Clean, Transform, Reduce.mp4 | Size: (10.14 MB)
FileName :11 Getting Your Data Ready Convert Data To Numbers.mp4 | Size: (85.32 MB)
FileName :13 Getting Your Data Ready Handling Missing Values With Pandas.mp4 | Size: (70.49 MB)
FileName :16 Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4 | Size: (92.79 MB)
FileName :17 NEW Choosing The Right Model For Your Data.mp4 | Size: (164.61 MB)
FileName :18 NEW Choosing The Right Model For Your Data 2 (Regression).mp4 | Size: (80.82 MB)
FileName :20 Quick Tip How ML Algorithms Work.mp4 | Size: (6.28 MB)
FileName :21 Choosing The Right Model For Your Data 3 (Classification).mp4 | Size: (78.31 MB)
FileName :22 Fitting A Model To The Data.mp4 | Size: (35.55 MB)
FileName :23 Making Predictions With Our Model.mp4 | Size: (47.46 MB)
FileName :24 predict() vs predict proba().mp4 | Size: (33.87 MB)
FileName :25 NEW Making Predictions With Our Model (Regression).mp4 | Size: (51.67 MB)
FileName :26 NEW Evaluating A Machine Learning Model (Score) Part 1.mp4 | Size: (59.2 MB)
FileName :27 NEW Evaluating A Machine Learning Model (Score) Part 2.mp4 | Size: (40.73 MB)
FileName :28 Evaluating A Machine Learning Model 2 (Cross Validation).mp4 | Size: (62.34 MB)
FileName :29 Evaluating A Classification Model 1 (Accuracy).mp4 | Size: (17.4 MB)
FileName :30 Evaluating A Classification Model 2 (ROC Curve).mp4 | Size: (41.32 MB)
FileName :31 Evaluating A Classification Model 3 (ROC Curve).mp4 | Size: (30.03 MB)
FileName :33 Evaluating A Classification Model 4 (Confusion Matrix).mp4 | Size: (43.56 MB)
FileName :34 NEW Evaluating A Classification Model 5 (Confusion Matrix).mp4 | Size: (80.02 MB)
FileName :35 Evaluating A Classification Model 6 (Classification Report).mp4 | Size: (66.99 MB)
FileName :36 NEW Evaluating A Regression Model 1 (R2 Score).mp4 | Size: (75.73 MB)
FileName :37 NEW Evaluating A Regression Model 2 (MAE).mp4 | Size: (38.28 MB)
FileName :38 NEW Evaluating A Regression Model 3 (MSE).mp4 | Size: (51 MB)
FileName :40 NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 | Size: (142.25 MB)
FileName :41 NEW Evaluating A Model With Scikit-learn Functions.mp4 | Size: (89.96 MB)
FileName :42 Improving A Machine Learning Model.mp4 | Size: (62.37 MB)
FileName :43 Tuning Hyperparameters.mp4 | Size: (121.66 MB)
FileName :44 Tuning Hyperparameters 2.mp4 | Size: (76.84 MB)
FileName :45 Tuning Hyperparameters 3.mp4 | Size: (85.34 MB)
FileName :47 Quick Tip Correlation Analysis.mp4 | Size: (20.57 MB)
FileName :48 Saving And Loading A Model.mp4 | Size: (36.33 MB)
FileName :49 Saving And Loading A Model 2.mp4 | Size: (37.73 MB)
FileName :50 Putting It All Together.mp4 | Size: (96.88 MB)
FileName :51 Putting It All Together 2.mp4 | Size: (82 MB)
FileName :1 Section Overview.mp4 | Size: (5.58 MB)
FileName :2 Project Overview.mp4 | Size: (19.7 MB)
FileName :3 Project Environment Setup.mp4 | Size: (65.72 MB)
FileName :4 Step 1~4 Framework Setup.mp4 | Size: (72.13 MB)
FileName :6 Getting Our Tools Ready.mp4 | Size: (53.83 MB)
FileName :7 Exploring Our Data.mp4 | Size: (47.88 MB)
FileName :8 Finding Patterns.mp4 | Size: (38.74 MB)
FileName :9 Finding Patterns 2.mp4 | Size: (68.72 MB)
FileName :10 Finding Patterns 3.mp4 | Size: (105.48 MB)
FileName :11 Preparing Our Data For Machine Learning.mp4 | Size: (46.56 MB)
FileName :12 Choosing The Right Models.mp4 | Size: (64.88 MB)
FileName :13 Experimenting With Machine Learning Models.mp4 | Size: (36.01 MB)
FileName :14 TuningImproving Our Model.mp4 | Size: (68.28 MB)
FileName :15 Tuning Hyperparameters.mp4 | Size: (70.75 MB)
FileName :16 Tuning Hyperparameters 2.mp4 | Size: (83.35 MB)
FileName :17 Tuning Hyperparameters 3.mp4 | Size: (48.11 MB)
FileName :19 Evaluating Our Model.mp4 | Size: (43.29 MB)
FileName :20 Evaluating Our Model 2.mp4 | Size: (24.1 MB)
FileName :21 Evaluating Our Model 3.mp4 | Size: (43.85 MB)
FileName :22 Finding The Most Important Features.mp4 | Size: (90.86 MB)
FileName :23 Reviewing The Project.mp4 | Size: (74.63 MB)
FileName :24 Exercise Imposter Syndrome.mp4 | Size: (19.93 MB)
FileName :1 Section Overview.mp4 | Size: (7 MB)
FileName :2 Project Overview.mp4 | Size: (17.56 MB)
FileName :4 Project Environment Setup.mp4 | Size: (63.21 MB)
FileName :5 Step 1~4 Framework Setup.mp4 | Size: (58.59 MB)
FileName :6 Exploring Our Data.mp4 | Size: (91.64 MB)
FileName :7 Exploring Our Data 2.mp4 | Size: (35 MB)
FileName :8 Feature Engineering.mp4 | Size: (122.46 MB)
FileName :9 Turning Data Into Numbers.mp4 | Size: (119.74 MB)
FileName :10 Filling Missing Numerical Values.mp4 | Size: (77.9 MB)
FileName :11 Filling Missing Categorical Values.mp4 | Size: (49.82 MB)
FileName :12 Fitting A Machine Learning Model.mp4 | Size: (34.46 MB)
FileName :13 Splitting Data.mp4 | Size: (62.08 MB)
FileName :15 Custom Evaluation Function.mp4 | Size: (74.62 MB)
FileName :16 Reducing Data.mp4 | Size: (66.74 MB)
FileName :17 RandomizedSearchCV.mp4 | Size: (62.32 MB)
FileName :18 Improving Hyperparameters.mp4 | Size: (56.94 MB)
FileName :19 Preproccessing Our Data.mp4 | Size: (114.38 MB)
FileName :20 Making Predictions.mp4 | Size: (54.32 MB)
FileName :21 Feature Importance.mp4 | Size: (115.27 MB)
FileName :1 Data Engineering Introduction.mp4 | Size: (7.71 MB)
FileName :2 What Is Data.mp4 | Size: (20.48 MB)
FileName :3 What is a Data Engineer.mp4 | Size: (9.42 MB)
FileName :4 What is A Data Engineer 2.mp4 | Size: (11.44 MB)
FileName :5 What is a Data Engineer 3.mp4 | Size: (13.63 MB)
FileName :6 What is a Data Engineer 4.mp4 | Size: (8.8 MB)
FileName :7 Types of Databases.mp4 | Size: (17.89 MB)
FileName :9 Optional OLTP Databases.mp4 | Size: (52.1 MB)
FileName :11 Hadoop, HDFS and MapReduce.mp4 | Size: (7.23 MB)
FileName :12 Apache Spark and Apache Flink.mp4 | Size: (3.1 MB)
FileName :13 Kafka and Stream Processing.mp4 | Size: (9.32 MB)
FileName :1 Section Overview.mp4 | Size: (7.79 MB)
FileName :2 Deep Learning and Unstructured Data.mp4 | Size: (55.41 MB)
FileName :4 Setting Up Google Colab.mp4 | Size: (63.47 MB)
FileName :5 Google Colab Workspace.mp4 | Size: (26.36 MB)
FileName :6 Uploading Project Data.mp4 | Size: (34.62 MB)
FileName :7 Setting Up Our Data.mp4 | Size: (34.61 MB)
FileName :8 Setting Up Our Data 2.mp4 | Size: (17.83 MB)
FileName :9 Importing TensorFlow 2.mp4 | Size: (78.08 MB)
FileName :10 Optional TensorFlow 2 0 Default Issue.mp4 | Size: (16.46 MB)
FileName :11 Using A GPU.mp4 | Size: (48.79 MB)
FileName :12 Optional GPU and Google Colab.mp4 | Size: (31.28 MB)
FileName :13 Optional Reloading Colab Notebook.mp4 | Size: (67.55 MB)
FileName :14 Loading Our Data Labels.mp4 | Size: (75.55 MB)
FileName :15 Preparing The Images.mp4 | Size: (80.19 MB)
FileName :16 Turning Data Labels Into Numbers.mp4 | Size: (75.71 MB)
FileName :17 Creating Our Own Validation Set.mp4 | Size: (38.32 MB)
FileName :18 Preprocess Images.mp4 | Size: (65.62 MB)
FileName :19 Preprocess Images 2.mp4 | Size: (69.93 MB)
FileName :20 Turning Data Into Batches.mp4 | Size: (57.33 MB)
FileName :21 Turning Data Into Batches 2.mp4 | Size: (99.04 MB)
FileName :22 Visualizing Our Data.mp4 | Size: (91.45 MB)
FileName :23 Preparing Our Inputs and Outputs.mp4 | Size: (29.85 MB)
FileName :25 Building A Deep Learning Model.mp4 | Size: (78.97 MB)
FileName :26 Building A Deep Learning Model 2.mp4 | Size: (72.66 MB)
FileName :27 Building A Deep Learning Model 3.mp4 | Size: (70.88 MB)
FileName :28 Building A Deep Learning Model 4.mp4 | Size: (60.82 MB)
FileName :29 Summarizing Our Model.mp4 | Size: (29.4 MB)
FileName :30 Evaluating Our Model.mp4 | Size: (49.72 MB)
FileName :31 Preventing Overfitting.mp4 | Size: (23.58 MB)
FileName :32 Training Your Deep Neural Network.mp4 | Size: (115.31 MB)
FileName :33 Evaluating Performance With TensorBoard.mp4 | Size: (53.83 MB)
FileName :34 Make And Transform Predictions.mp4 | Size: (117.25 MB)
FileName :35 Transform Predictions To Text.mp4 | Size: (94.52 MB)
FileName :36 Visualizing Model Predictions.mp4 | Size: (70.72 MB)
FileName :37 Visualizing And Evaluate Model Predictions 2.mp4 | Size: (100.37 MB)
FileName :38 Visualizing And Evaluate Model Predictions 3.mp4 | Size: (65.42 MB)
FileName :39 Saving And Loading A Trained Model.mp4 | Size: (85.97 MB)
FileName :40 Training Model On Full Dataset.mp4 | Size: (98.5 MB)
FileName :41 Making Predictions On Test Images.mp4 | Size: (92.08 MB)
FileName :42 Submitting Model to Kaggle.mp4 | Size: (83.5 MB)
FileName :43 Making Predictions On Our Images.mp4 | Size: (71.13 MB)
FileName :1 Section Overview.mp4 | Size: (5.96 MB)
FileName :2 Communicating Your Work.mp4 | Size: (11.07 MB)
FileName :3 Communicating With Managers.mp4 | Size: (10.89 MB)
FileName :4 Communicating With Co-Workers.mp4 | Size: (10.57 MB)
FileName :5 Weekend Project Principle.mp4 | Size: (14.04 MB)
FileName :6 Communicating With Outside World.mp4 | Size: (8.03 MB)
FileName :7 Storytelling.mp4 | Size: (6.81 MB)
FileName :3 What If I Don't Have Enough Experience.mp4 | Size: (114 MB)
FileName :6 JTS Learn to Learn.mp4 | Size: (6.01 MB)
FileName :7 JTS Start With Why.mp4 | Size: (8.27 MB)
FileName :1 Thank You.mp4 | Size: (7.6 MB)
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