[FreeCourseWorld.Com] Udemy - Machine Learning with Javascript

mp4   Hot:15   Size:10.1 GB   Created:2022-07-14 14:51:17   Update:2024-07-08 19:00:03  

File List

  • 01 What is Machine Learning/001 Getting Started - How to Get Help.en.srt 1.73 KB
    01 What is Machine Learning/001 Getting Started - How to Get Help.id.srt 1.86 KB
    01 What is Machine Learning/001 Getting Started - How to Get Help.mp4 8.35 MB
    01 What is Machine Learning/002 Solving Machine Learning Problems.en.srt 9.25 KB
    01 What is Machine Learning/002 Solving Machine Learning Problems.id.srt 9.81 KB
    01 What is Machine Learning/002 Solving Machine Learning Problems.mp4 62.77 MB
    01 What is Machine Learning/003 A Complete Walkthrough.en.srt 15.18 KB
    01 What is Machine Learning/003 A Complete Walkthrough.id.srt 15.79 KB
    01 What is Machine Learning/003 A Complete Walkthrough.mp4 109.13 MB
    01 What is Machine Learning/004 App Setup.en.srt 3.44 KB
    01 What is Machine Learning/004 App Setup.id.srt 3.62 KB
    01 What is Machine Learning/004 App Setup.mp4 19.27 MB
    01 What is Machine Learning/005 Problem Outline.en.srt 4.88 KB
    01 What is Machine Learning/005 Problem Outline.id.srt 5.07 KB
    01 What is Machine Learning/005 Problem Outline.mp4 31.21 MB
    01 What is Machine Learning/006 Identifying Relevant Data.en.srt 6.68 KB
    01 What is Machine Learning/006 Identifying Relevant Data.id.srt 6.8 KB
    01 What is Machine Learning/006 Identifying Relevant Data.mp4 33.91 MB
    01 What is Machine Learning/007 Dataset Structures.en.srt 9.22 KB
    01 What is Machine Learning/007 Dataset Structures.id.srt 9.49 KB
    01 What is Machine Learning/007 Dataset Structures.mp4 48.24 MB
    01 What is Machine Learning/008 Recording Observation Data.en.srt 6.06 KB
    01 What is Machine Learning/008 Recording Observation Data.id.srt 6.28 KB
    01 What is Machine Learning/008 Recording Observation Data.mp4 32.74 MB
    01 What is Machine Learning/009 What Type of Problem.en.srt 7.63 KB
    01 What is Machine Learning/009 What Type of Problem.id.srt 7.84 KB
    01 What is Machine Learning/009 What Type of Problem.mp4 47.03 MB
    02 Algorithm Overview/010 How K-Nearest Neighbor Works.en.srt 13.02 KB
    02 Algorithm Overview/010 How K-Nearest Neighbor Works.id.srt 13.41 KB
    02 Algorithm Overview/010 How K-Nearest Neighbor Works.mp4 93.32 MB
    02 Algorithm Overview/011 Lodash Review.en.srt 15.24 KB
    02 Algorithm Overview/011 Lodash Review.id.srt 16.44 KB
    02 Algorithm Overview/011 Lodash Review.mp4 64.93 MB
    02 Algorithm Overview/012 Implementing KNN.en.srt 10.55 KB
    02 Algorithm Overview/012 Implementing KNN.id.srt 11.2 KB
    02 Algorithm Overview/012 Implementing KNN.mp4 59.34 MB
    02 Algorithm Overview/013 Finishing KNN Implementation.en.srt 8.83 KB
    02 Algorithm Overview/013 Finishing KNN Implementation.id.srt 9.33 KB
    02 Algorithm Overview/013 Finishing KNN Implementation.mp4 50.28 MB
    02 Algorithm Overview/014 Testing the Algorithm.en.srt 7.1 KB
    02 Algorithm Overview/014 Testing the Algorithm.id.srt 7.46 KB
    02 Algorithm Overview/014 Testing the Algorithm.mp4 44.96 MB
    02 Algorithm Overview/015 Interpreting Bad Results.en.srt 6.49 KB
    02 Algorithm Overview/015 Interpreting Bad Results.id.srt 6.62 KB
    02 Algorithm Overview/015 Interpreting Bad Results.mp4 40.75 MB
    02 Algorithm Overview/016 Test and Training Data.en.srt 6.09 KB
    02 Algorithm Overview/016 Test and Training Data.id.srt 6.44 KB
    02 Algorithm Overview/016 Test and Training Data.mp4 45.2 MB
    02 Algorithm Overview/017 Randomizing Test Data.en.srt 5.68 KB
    02 Algorithm Overview/017 Randomizing Test Data.id.srt 6 KB
    02 Algorithm Overview/017 Randomizing Test Data.mp4 36 MB
    02 Algorithm Overview/018 Generalizing KNN.en.srt 5.63 KB
    02 Algorithm Overview/018 Generalizing KNN.id.srt 6 KB
    02 Algorithm Overview/018 Generalizing KNN.mp4 38.99 MB
    02 Algorithm Overview/019 Gauging Accuracy.en.srt 7.98 KB
    02 Algorithm Overview/019 Gauging Accuracy.id.srt 8.53 KB
    02 Algorithm Overview/019 Gauging Accuracy.mp4 54.01 MB
    02 Algorithm Overview/020 Printing a Report.en.srt 5.03 KB
    02 Algorithm Overview/020 Printing a Report.id.srt 5.35 KB
    02 Algorithm Overview/020 Printing a Report.mp4 33.29 MB
    02 Algorithm Overview/021 Refactoring Accuracy Reporting.en.srt 7.64 KB
    02 Algorithm Overview/021 Refactoring Accuracy Reporting.id.srt 8.07 KB
    02 Algorithm Overview/021 Refactoring Accuracy Reporting.mp4 52.3 MB
    02 Algorithm Overview/022 Investigating Optimal K Values.en.srt 18.08 KB
    02 Algorithm Overview/022 Investigating Optimal K Values.id.srt 19.03 KB
    02 Algorithm Overview/022 Investigating Optimal K Values.mp4 129.13 MB
    02 Algorithm Overview/023 Updating KNN for Multiple Features.en.srt 10.29 KB
    02 Algorithm Overview/023 Updating KNN for Multiple Features.id.srt 10.58 KB
    02 Algorithm Overview/023 Updating KNN for Multiple Features.mp4 70.61 MB
    02 Algorithm Overview/024 Multi-Dimensional KNN.en.srt 6.3 KB
    02 Algorithm Overview/024 Multi-Dimensional KNN.id.srt 6.45 KB
    02 Algorithm Overview/024 Multi-Dimensional KNN.mp4 44.2 MB
    02 Algorithm Overview/025 N-Dimension Distance.en.srt 15.25 KB
    02 Algorithm Overview/025 N-Dimension Distance.id.srt 15.99 KB
    02 Algorithm Overview/025 N-Dimension Distance.mp4 78.87 MB
    02 Algorithm Overview/026 Arbitrary Feature Spaces.en.srt 13.37 KB
    02 Algorithm Overview/026 Arbitrary Feature Spaces.id.srt 13.85 KB
    02 Algorithm Overview/026 Arbitrary Feature Spaces.mp4 71.25 MB
    02 Algorithm Overview/027 Magnitude Offsets in Features.en.srt 8.72 KB
    02 Algorithm Overview/027 Magnitude Offsets in Features.id.srt 8.99 KB
    02 Algorithm Overview/027 Magnitude Offsets in Features.mp4 64.06 MB
    02 Algorithm Overview/028 Feature Normalization.en.srt 11.64 KB
    02 Algorithm Overview/028 Feature Normalization.id.srt 12.2 KB
    02 Algorithm Overview/028 Feature Normalization.mp4 72.91 MB
    02 Algorithm Overview/029 Normalization with MinMax.en.srt 10.34 KB
    02 Algorithm Overview/029 Normalization with MinMax.id.srt 10.93 KB
    02 Algorithm Overview/029 Normalization with MinMax.mp4 67.04 MB
    02 Algorithm Overview/030 Applying Normalization.en.srt 6.93 KB
    02 Algorithm Overview/030 Applying Normalization.id.srt 7.35 KB
    02 Algorithm Overview/030 Applying Normalization.mp4 45.35 MB
    02 Algorithm Overview/031 Feature Selection with KNN.en.srt 12.74 KB
    02 Algorithm Overview/031 Feature Selection with KNN.id.srt 13.69 KB
    02 Algorithm Overview/031 Feature Selection with KNN.mp4 80.36 MB
    02 Algorithm Overview/032 Objective Feature Picking.en.srt 9.37 KB
    02 Algorithm Overview/032 Objective Feature Picking.id.srt 9.95 KB
    02 Algorithm Overview/032 Objective Feature Picking.mp4 65.97 MB
    02 Algorithm Overview/033 Evaluating Different Feature Values.en.srt 4.21 KB
    02 Algorithm Overview/033 Evaluating Different Feature Values.id.srt 4.33 KB
    02 Algorithm Overview/033 Evaluating Different Feature Values.mp4 27.97 MB
    03 Onwards to Tensorflow JS/034 Lets Get Our Bearings.en.srt 12.26 KB
    03 Onwards to Tensorflow JS/034 Lets Get Our Bearings.id.srt 12.75 KB
    03 Onwards to Tensorflow JS/034 Lets Get Our Bearings.mp4 76.61 MB
    03 Onwards to Tensorflow JS/035 A Plan to Move Forward.en.srt 7.74 KB
    03 Onwards to Tensorflow JS/035 A Plan to Move Forward.id.srt 8.25 KB
    03 Onwards to Tensorflow JS/035 A Plan to Move Forward.mp4 48.65 MB
    03 Onwards to Tensorflow JS/036 Tensor Shape and Dimension.en.srt 19.05 KB
    03 Onwards to Tensorflow JS/036 Tensor Shape and Dimension.id.srt 19.6 KB
    03 Onwards to Tensorflow JS/036 Tensor Shape and Dimension.mp4 114.28 MB
    03 Onwards to Tensorflow JS/037 Elementwise Operations.en.srt 11.92 KB
    03 Onwards to Tensorflow JS/037 Elementwise Operations.id.srt 12.77 KB
    03 Onwards to Tensorflow JS/037 Elementwise Operations.mp4 58.36 MB
    03 Onwards to Tensorflow JS/038 Broadcasting Operations.en.srt 10.71 KB
    03 Onwards to Tensorflow JS/038 Broadcasting Operations.id.srt 11.07 KB
    03 Onwards to Tensorflow JS/038 Broadcasting Operations.mp4 62.05 MB
    03 Onwards to Tensorflow JS/039 Logging Tensor Data.en.srt 6.24 KB
    03 Onwards to Tensorflow JS/039 Logging Tensor Data.id.srt 6.62 KB
    03 Onwards to Tensorflow JS/039 Logging Tensor Data.mp4 26 MB
    03 Onwards to Tensorflow JS/040 Tensor Accessors.en.srt 8.55 KB
    03 Onwards to Tensorflow JS/040 Tensor Accessors.id.srt 9.01 KB
    03 Onwards to Tensorflow JS/040 Tensor Accessors.mp4 30.46 MB
    03 Onwards to Tensorflow JS/041 Creating Slices of Data.en.srt 11.6 KB
    03 Onwards to Tensorflow JS/041 Creating Slices of Data.id.srt 11.8 KB
    03 Onwards to Tensorflow JS/041 Creating Slices of Data.mp4 58.91 MB
    03 Onwards to Tensorflow JS/042 Tensor Concatenation.en.srt 8.53 KB
    03 Onwards to Tensorflow JS/042 Tensor Concatenation.id.srt 8.81 KB
    03 Onwards to Tensorflow JS/042 Tensor Concatenation.mp4 44.13 MB
    03 Onwards to Tensorflow JS/043 Summing Values Along an Axis.en.srt 8.3 KB
    03 Onwards to Tensorflow JS/043 Summing Values Along an Axis.id.srt 8.72 KB
    03 Onwards to Tensorflow JS/043 Summing Values Along an Axis.mp4 41.36 MB
    03 Onwards to Tensorflow JS/044 Massaging Dimensions with ExpandDims.en.srt 12.31 KB
    03 Onwards to Tensorflow JS/044 Massaging Dimensions with ExpandDims.id.srt 12.88 KB
    03 Onwards to Tensorflow JS/044 Massaging Dimensions with ExpandDims.mp4 57.01 MB
    04 Applications of Tensorflow/045 KNN with Regression.en.srt 8 KB
    04 Applications of Tensorflow/045 KNN with Regression.id.srt 8.17 KB
    04 Applications of Tensorflow/045 KNN with Regression.mp4 54.98 MB
    04 Applications of Tensorflow/046 A Change in Data Structure.en.srt 6.56 KB
    04 Applications of Tensorflow/046 A Change in Data Structure.id.srt 6.79 KB
    04 Applications of Tensorflow/046 A Change in Data Structure.mp4 41.34 MB
    04 Applications of Tensorflow/047 KNN with Tensorflow.en.srt 14.95 KB
    04 Applications of Tensorflow/047 KNN with Tensorflow.id.srt 15.62 KB
    04 Applications of Tensorflow/047 KNN with Tensorflow.mp4 78.71 MB
    04 Applications of Tensorflow/048 Maintaining Order Relationships.en.srt 10.65 KB
    04 Applications of Tensorflow/048 Maintaining Order Relationships.id.srt 11.18 KB
    04 Applications of Tensorflow/048 Maintaining Order Relationships.mp4 57.75 MB
    04 Applications of Tensorflow/049 Sorting Tensors.en.srt 12.11 KB
    04 Applications of Tensorflow/049 Sorting Tensors.id.srt 12.92 KB
    04 Applications of Tensorflow/049 Sorting Tensors.mp4 62.84 MB
    04 Applications of Tensorflow/050 Averaging Top Values.en.srt 11.78 KB
    04 Applications of Tensorflow/050 Averaging Top Values.id.srt 12.55 KB
    04 Applications of Tensorflow/050 Averaging Top Values.mp4 58.13 MB
    04 Applications of Tensorflow/051 Moving to the Editor.en.srt 5.26 KB
    04 Applications of Tensorflow/051 Moving to the Editor.id.srt 5.32 KB
    04 Applications of Tensorflow/051 Moving to the Editor.mp4 34.33 MB
    04 Applications of Tensorflow/052 Loading CSV Data.en.srt 15.07 KB
    04 Applications of Tensorflow/052 Loading CSV Data.id.srt 15.73 KB
    04 Applications of Tensorflow/052 Loading CSV Data.mp4 89.32 MB
    04 Applications of Tensorflow/053 Running an Analysis.en.srt 9.33 KB
    04 Applications of Tensorflow/053 Running an Analysis.id.srt 9.69 KB
    04 Applications of Tensorflow/053 Running an Analysis.mp4 52.5 MB
    04 Applications of Tensorflow/054 Reporting Error Percentages.en.srt 9.31 KB
    04 Applications of Tensorflow/054 Reporting Error Percentages.id.srt 9.94 KB
    04 Applications of Tensorflow/054 Reporting Error Percentages.mp4 64.49 MB
    04 Applications of Tensorflow/055 Normalization or Standardization.en.srt 11.73 KB
    04 Applications of Tensorflow/055 Normalization or Standardization.id.srt 12.03 KB
    04 Applications of Tensorflow/055 Normalization or Standardization.mp4 92.97 MB
    04 Applications of Tensorflow/056 Numerical Standardization with Tensorflow.en.srt 11.85 KB
    04 Applications of Tensorflow/056 Numerical Standardization with Tensorflow.id.srt 12.22 KB
    04 Applications of Tensorflow/056 Numerical Standardization with Tensorflow.mp4 53.05 MB
    04 Applications of Tensorflow/057 Applying Standardization.en.srt 6.17 KB
    04 Applications of Tensorflow/057 Applying Standardization.id.srt 6.38 KB
    04 Applications of Tensorflow/057 Applying Standardization.mp4 41.46 MB
    04 Applications of Tensorflow/058 Debugging Calculations.en.srt 13.03 KB
    04 Applications of Tensorflow/058 Debugging Calculations.id.srt 13.62 KB
    04 Applications of Tensorflow/058 Debugging Calculations.mp4 86.71 MB
    04 Applications of Tensorflow/059 What Now.en.srt 6.39 KB
    04 Applications of Tensorflow/059 What Now.id.srt 6.82 KB
    04 Applications of Tensorflow/059 What Now.mp4 42.32 MB
    05 Getting Started with Gradient Descent/060 Linear Regression.en.srt 4.46 KB
    05 Getting Started with Gradient Descent/060 Linear Regression.id.srt 4.75 KB
    05 Getting Started with Gradient Descent/060 Linear Regression.mp4 25.38 MB
    05 Getting Started with Gradient Descent/061 Why Linear Regression.en.srt 7.64 KB
    05 Getting Started with Gradient Descent/061 Why Linear Regression.id.srt 8.01 KB
    05 Getting Started with Gradient Descent/061 Why Linear Regression.mp4 50.34 MB
    05 Getting Started with Gradient Descent/062 Understanding Gradient Descent.en.srt 19.48 KB
    05 Getting Started with Gradient Descent/062 Understanding Gradient Descent.id.srt 20.53 KB
    05 Getting Started with Gradient Descent/062 Understanding Gradient Descent.mp4 126.76 MB
    05 Getting Started with Gradient Descent/063 Guessing Coefficients with MSE.en.srt 15.45 KB
    05 Getting Started with Gradient Descent/063 Guessing Coefficients with MSE.id.srt 16.43 KB
    05 Getting Started with Gradient Descent/063 Guessing Coefficients with MSE.mp4 93.46 MB
    05 Getting Started with Gradient Descent/064 Observations Around MSE.en.srt 9.29 KB
    05 Getting Started with Gradient Descent/064 Observations Around MSE.id.srt 9.66 KB
    05 Getting Started with Gradient Descent/064 Observations Around MSE.mp4 56.11 MB
    05 Getting Started with Gradient Descent/065 Derivatives.en.srt 10.92 KB
    05 Getting Started with Gradient Descent/065 Derivatives.id.srt 11.31 KB
    05 Getting Started with Gradient Descent/065 Derivatives.mp4 77.95 MB
    05 Getting Started with Gradient Descent/066 Gradient Descent in Action.en.srt 18.41 KB
    05 Getting Started with Gradient Descent/066 Gradient Descent in Action.id.srt 19.46 KB
    05 Getting Started with Gradient Descent/066 Gradient Descent in Action.mp4 115.35 MB
    05 Getting Started with Gradient Descent/067 Quick Breather and Review.en.srt 9.19 KB
    05 Getting Started with Gradient Descent/067 Quick Breather and Review.id.srt 9.89 KB
    05 Getting Started with Gradient Descent/067 Quick Breather and Review.mp4 65.79 MB
    05 Getting Started with Gradient Descent/068 Why a Learning Rate.en.srt 25.99 KB
    05 Getting Started with Gradient Descent/068 Why a Learning Rate.id.srt 28.26 KB
    05 Getting Started with Gradient Descent/068 Why a Learning Rate.mp4 187.28 MB
    05 Getting Started with Gradient Descent/069 Answering Common Questions.en.srt 5.96 KB
    05 Getting Started with Gradient Descent/069 Answering Common Questions.id.srt 6.32 KB
    05 Getting Started with Gradient Descent/069 Answering Common Questions.mp4 40.94 MB
    05 Getting Started with Gradient Descent/070 Gradient Descent with Multiple Terms.en.srt 7.46 KB
    05 Getting Started with Gradient Descent/070 Gradient Descent with Multiple Terms.id.srt 7.86 KB
    05 Getting Started with Gradient Descent/070 Gradient Descent with Multiple Terms.mp4 44.19 MB
    05 Getting Started with Gradient Descent/071 Multiple Terms in Action.en.srt 16.5 KB
    05 Getting Started with Gradient Descent/071 Multiple Terms in Action.id.srt 17.52 KB
    05 Getting Started with Gradient Descent/071 Multiple Terms in Action.mp4 123.15 MB
    06 Gradient Descent with Tensorflow/072 Project Overview.en.srt 9.42 KB
    06 Gradient Descent with Tensorflow/072 Project Overview.id.srt 9.65 KB
    06 Gradient Descent with Tensorflow/072 Project Overview.mp4 57.04 MB
    06 Gradient Descent with Tensorflow/073 Data Loading.en.srt 7.77 KB
    06 Gradient Descent with Tensorflow/073 Data Loading.id.srt 8.16 KB
    06 Gradient Descent with Tensorflow/073 Data Loading.mp4 43.48 MB
    06 Gradient Descent with Tensorflow/074 Default Algorithm Options.en.srt 12.73 KB
    06 Gradient Descent with Tensorflow/074 Default Algorithm Options.id.srt 12.99 KB
    06 Gradient Descent with Tensorflow/074 Default Algorithm Options.mp4 62.66 MB
    06 Gradient Descent with Tensorflow/075 Formulating the Training Loop.en.srt 5.06 KB
    06 Gradient Descent with Tensorflow/075 Formulating the Training Loop.id.srt 5.25 KB
    06 Gradient Descent with Tensorflow/075 Formulating the Training Loop.mp4 27.67 MB
    06 Gradient Descent with Tensorflow/076 Initial Gradient Descent Implementation.en.srt 14.22 KB
    06 Gradient Descent with Tensorflow/076 Initial Gradient Descent Implementation.id.srt 14.87 KB
    06 Gradient Descent with Tensorflow/076 Initial Gradient Descent Implementation.mp4 87.92 MB
    06 Gradient Descent with Tensorflow/077 Calculating MSE Slopes.en.srt 9.65 KB
    06 Gradient Descent with Tensorflow/077 Calculating MSE Slopes.id.srt 10.14 KB
    06 Gradient Descent with Tensorflow/077 Calculating MSE Slopes.mp4 67.13 MB
    06 Gradient Descent with Tensorflow/078 Updating Coefficients.en.srt 5.02 KB
    06 Gradient Descent with Tensorflow/078 Updating Coefficients.id.srt 5.31 KB
    06 Gradient Descent with Tensorflow/078 Updating Coefficients.mp4 33.86 MB
    06 Gradient Descent with Tensorflow/079 Interpreting Results.en.srt 15.47 KB
    06 Gradient Descent with Tensorflow/079 Interpreting Results.id.srt 16.49 KB
    06 Gradient Descent with Tensorflow/079 Interpreting Results.mp4 101.71 MB
    06 Gradient Descent with Tensorflow/080 Matrix Multiplication.en.srt 11.33 KB
    06 Gradient Descent with Tensorflow/080 Matrix Multiplication.id.srt 11.78 KB
    06 Gradient Descent with Tensorflow/080 Matrix Multiplication.mp4 67.46 MB
    06 Gradient Descent with Tensorflow/081 More on Matrix Multiplication.en.srt 9.42 KB
    06 Gradient Descent with Tensorflow/081 More on Matrix Multiplication.id.srt 9.82 KB
    06 Gradient Descent with Tensorflow/081 More on Matrix Multiplication.mp4 63.24 MB
    06 Gradient Descent with Tensorflow/082 Matrix Form of Slope Equations.en.srt 9.56 KB
    06 Gradient Descent with Tensorflow/082 Matrix Form of Slope Equations.id.srt 10.11 KB
    06 Gradient Descent with Tensorflow/082 Matrix Form of Slope Equations.mp4 59.6 MB
    06 Gradient Descent with Tensorflow/083 Simplification with Matrix Multiplication.en.srt 14.45 KB
    06 Gradient Descent with Tensorflow/083 Simplification with Matrix Multiplication.id.srt 15.22 KB
    06 Gradient Descent with Tensorflow/083 Simplification with Matrix Multiplication.mp4 90.79 MB
    06 Gradient Descent with Tensorflow/084 How it All Works Together.en.srt 20.87 KB
    06 Gradient Descent with Tensorflow/084 How it All Works Together.id.srt 21.71 KB
    06 Gradient Descent with Tensorflow/084 How it All Works Together.mp4 143.82 MB
    07 Increasing Performance with Vectorized Solutions/085 Refactoring the Linear Regression Class.en.srt 11.62 KB
    07 Increasing Performance with Vectorized Solutions/085 Refactoring the Linear Regression Class.id.srt 12.26 KB
    07 Increasing Performance with Vectorized Solutions/085 Refactoring the Linear Regression Class.mp4 72.71 MB
    07 Increasing Performance with Vectorized Solutions/086 Refactoring to One Equation.en.srt 13.91 KB
    07 Increasing Performance with Vectorized Solutions/086 Refactoring to One Equation.id.srt 14.7 KB
    07 Increasing Performance with Vectorized Solutions/086 Refactoring to One Equation.mp4 84.8 MB
    07 Increasing Performance with Vectorized Solutions/087 A Few More Changes.en.srt 10.08 KB
    07 Increasing Performance with Vectorized Solutions/087 A Few More Changes.id.srt 10.75 KB
    07 Increasing Performance with Vectorized Solutions/087 A Few More Changes.mp4 66.16 MB
    07 Increasing Performance with Vectorized Solutions/088 Same Results Or Not.en.srt 5.43 KB
    07 Increasing Performance with Vectorized Solutions/088 Same Results Or Not.id.srt 5.88 KB
    07 Increasing Performance with Vectorized Solutions/088 Same Results Or Not.mp4 33.83 MB
    07 Increasing Performance with Vectorized Solutions/089 Calculating Model Accuracy.en.srt 13.26 KB
    07 Increasing Performance with Vectorized Solutions/089 Calculating Model Accuracy.id.srt 13.75 KB
    07 Increasing Performance with Vectorized Solutions/089 Calculating Model Accuracy.mp4 80.36 MB
    07 Increasing Performance with Vectorized Solutions/090 Implementing Coefficient of Determination.en.srt 11.73 KB
    07 Increasing Performance with Vectorized Solutions/090 Implementing Coefficient of Determination.id.srt 12.19 KB
    07 Increasing Performance with Vectorized Solutions/090 Implementing Coefficient of Determination.mp4 75.78 MB
    07 Increasing Performance with Vectorized Solutions/091 Dealing with Bad Accuracy.en.srt 11.89 KB
    07 Increasing Performance with Vectorized Solutions/091 Dealing with Bad Accuracy.id.srt 12.4 KB
    07 Increasing Performance with Vectorized Solutions/091 Dealing with Bad Accuracy.mp4 71.41 MB
    07 Increasing Performance with Vectorized Solutions/092 Reminder on Standardization.en.srt 6.97 KB
    07 Increasing Performance with Vectorized Solutions/092 Reminder on Standardization.id.srt 7.32 KB
    07 Increasing Performance with Vectorized Solutions/092 Reminder on Standardization.mp4 44.49 MB
    07 Increasing Performance with Vectorized Solutions/093 Data Processing in a Helper Method.en.srt 5.58 KB
    07 Increasing Performance with Vectorized Solutions/093 Data Processing in a Helper Method.id.srt 5.7 KB
    07 Increasing Performance with Vectorized Solutions/093 Data Processing in a Helper Method.mp4 37.17 MB
    07 Increasing Performance with Vectorized Solutions/094 Reapplying Standardization.en.srt 8.51 KB
    07 Increasing Performance with Vectorized Solutions/094 Reapplying Standardization.id.srt 9.05 KB
    07 Increasing Performance with Vectorized Solutions/094 Reapplying Standardization.mp4 57.96 MB
    07 Increasing Performance with Vectorized Solutions/095 Fixing Standardization Issues.en.srt 8.94 KB
    07 Increasing Performance with Vectorized Solutions/095 Fixing Standardization Issues.id.srt 9.33 KB
    07 Increasing Performance with Vectorized Solutions/095 Fixing Standardization Issues.mp4 47.84 MB
    07 Increasing Performance with Vectorized Solutions/096 Massaging Learning Rates.en.srt 4.71 KB
    07 Increasing Performance with Vectorized Solutions/096 Massaging Learning Rates.id.srt 5.04 KB
    07 Increasing Performance with Vectorized Solutions/096 Massaging Learning Rates.mp4 36.44 MB
    07 Increasing Performance with Vectorized Solutions/097 Moving Towards Multivariate Regression.en.srt 18.13 KB
    07 Increasing Performance with Vectorized Solutions/097 Moving Towards Multivariate Regression.id.srt 19.1 KB
    07 Increasing Performance with Vectorized Solutions/097 Moving Towards Multivariate Regression.mp4 121.42 MB
    07 Increasing Performance with Vectorized Solutions/098 Refactoring for Multivariate Analysis.en.srt 11.95 KB
    07 Increasing Performance with Vectorized Solutions/098 Refactoring for Multivariate Analysis.id.srt 12.49 KB
    07 Increasing Performance with Vectorized Solutions/098 Refactoring for Multivariate Analysis.mp4 82.35 MB
    07 Increasing Performance with Vectorized Solutions/099 Learning Rate Optimization.en.srt 12.52 KB
    07 Increasing Performance with Vectorized Solutions/099 Learning Rate Optimization.id.srt 13.35 KB
    07 Increasing Performance with Vectorized Solutions/099 Learning Rate Optimization.mp4 76.69 MB
    07 Increasing Performance with Vectorized Solutions/100 Recording MSE History.en.srt 8.15 KB
    07 Increasing Performance with Vectorized Solutions/100 Recording MSE History.id.srt 8.58 KB
    07 Increasing Performance with Vectorized Solutions/100 Recording MSE History.mp4 51.94 MB
    07 Increasing Performance with Vectorized Solutions/101 Updating Learning Rate.en.srt 10.05 KB
    07 Increasing Performance with Vectorized Solutions/101 Updating Learning Rate.id.srt 10.77 KB
    07 Increasing Performance with Vectorized Solutions/101 Updating Learning Rate.mp4 62.14 MB
    08 Plotting Data with Javascript/102 Observing Changing Learning Rate and MSE.en.srt 6.79 KB
    08 Plotting Data with Javascript/102 Observing Changing Learning Rate and MSE.id.srt 7.21 KB
    08 Plotting Data with Javascript/102 Observing Changing Learning Rate and MSE.mp4 45.83 MB
    08 Plotting Data with Javascript/103 Plotting MSE Values.en.srt 8.21 KB
    08 Plotting Data with Javascript/103 Plotting MSE Values.id.srt 8.83 KB
    08 Plotting Data with Javascript/103 Plotting MSE Values.mp4 61.39 MB
    08 Plotting Data with Javascript/104 Plotting MSE History against B Values.en.srt 7.05 KB
    08 Plotting Data with Javascript/104 Plotting MSE History against B Values.id.srt 7.33 KB
    08 Plotting Data with Javascript/104 Plotting MSE History against B Values.mp4 47.8 MB
    09 Gradient Descent Alterations/105 Batch and Stochastic Gradient Descent.en.srt 11.47 KB
    09 Gradient Descent Alterations/105 Batch and Stochastic Gradient Descent.id.srt 11.97 KB
    09 Gradient Descent Alterations/105 Batch and Stochastic Gradient Descent.mp4 77.23 MB
    09 Gradient Descent Alterations/106 Refactoring Towards Batch Gradient Descent.en.srt 8.04 KB
    09 Gradient Descent Alterations/106 Refactoring Towards Batch Gradient Descent.id.srt 8.32 KB
    09 Gradient Descent Alterations/106 Refactoring Towards Batch Gradient Descent.mp4 55.11 MB
    09 Gradient Descent Alterations/107 Determining Batch Size and Quantity.en.srt 8.83 KB
    09 Gradient Descent Alterations/107 Determining Batch Size and Quantity.id.srt 9.14 KB
    09 Gradient Descent Alterations/107 Determining Batch Size and Quantity.mp4 66.08 MB
    09 Gradient Descent Alterations/108 Iterating Over Batches.en.srt 12.13 KB
    09 Gradient Descent Alterations/108 Iterating Over Batches.id.srt 12.6 KB
    09 Gradient Descent Alterations/108 Iterating Over Batches.mp4 67.45 MB
    09 Gradient Descent Alterations/109 Evaluating Batch Gradient Descent Results.en.srt 9.1 KB
    09 Gradient Descent Alterations/109 Evaluating Batch Gradient Descent Results.id.srt 9.81 KB
    09 Gradient Descent Alterations/109 Evaluating Batch Gradient Descent Results.mp4 66.23 MB
    09 Gradient Descent Alterations/110 Making Predictions with the Model.en.srt 11.91 KB
    09 Gradient Descent Alterations/110 Making Predictions with the Model.id.srt 12.36 KB
    09 Gradient Descent Alterations/110 Making Predictions with the Model.mp4 79.49 MB
    10 Natural Binary Classification/111 Introducing Logistic Regression.en.srt 3.91 KB
    10 Natural Binary Classification/111 Introducing Logistic Regression.id.srt 4.01 KB
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    10 Natural Binary Classification/112 Logistic Regression in Action.en.srt 10.85 KB
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    10 Natural Binary Classification/113 Bad Equation Fits.en.srt 8.64 KB
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    10 Natural Binary Classification/114 The Sigmoid Equation.en.srt 7.25 KB
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    10 Natural Binary Classification/115 Decision Boundaries.en.srt 11.93 KB
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    10 Natural Binary Classification/116 Changes for Logistic Regression.en.srt 1.97 KB
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    10 Natural Binary Classification/117 Project Setup for Logistic Regression.en.srt 9.25 KB
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    10 Natural Binary Classification/118 Project Download.html 1.05 KB
    10 Natural Binary Classification/118 regressions.zip 34.3 KB
    10 Natural Binary Classification/119 Importing Vehicle Data.en.srt 6.67 KB
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    10 Natural Binary Classification/120 Encoding Label Values.en.srt 6.88 KB
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    10 Natural Binary Classification/120 Encoding Label Values.mp4 48.58 MB
    10 Natural Binary Classification/121 Updating Linear Regression for Logistic Regression.en.srt 11.09 KB
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    10 Natural Binary Classification/122 The Sigmoid Equation with Logistic Regression.en.srt 6.78 KB
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    10 Natural Binary Classification/123 A Touch More Refactoring.en.srt 11.82 KB
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    10 Natural Binary Classification/124 Gauging Classification Accuracy.en.srt 5.42 KB
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    10 Natural Binary Classification/125 Implementing a Test Function.en.srt 8.56 KB
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    10 Natural Binary Classification/126 Variable Decision Boundaries.en.srt 11.4 KB
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    10 Natural Binary Classification/127 Mean Squared Error vs Cross Entropy.en.srt 8.89 KB
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    10 Natural Binary Classification/129 Finishing the Cost Refactor.en.srt 6.86 KB
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    10 Natural Binary Classification/130 Plotting Changing Cost History.en.srt 5.68 KB
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    11 Multi-Value Classification/131 Multinominal Logistic Regression.en.srt 3.6 KB
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    11 Multi-Value Classification/132 A Smart Refactor to Multinominal Analysis.en.srt 8.24 KB
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    11 Multi-Value Classification/133 A Smarter Refactor.en.srt 5.92 KB
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    11 Multi-Value Classification/134 A Single Instance Approach.en.srt 15.32 KB
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    11 Multi-Value Classification/134 A Single Instance Approach.mp4 103.55 MB
    11 Multi-Value Classification/135 Refactoring to Multi-Column Weights.en.srt 7.66 KB
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    11 Multi-Value Classification/135 Refactoring to Multi-Column Weights.mp4 48.49 MB
    11 Multi-Value Classification/136 A Problem to Test Multinominal Classification.en.srt 7.17 KB
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    11 Multi-Value Classification/136 A Problem to Test Multinominal Classification.mp4 48.45 MB
    11 Multi-Value Classification/137 Classifying Continuous Values.en.srt 7.02 KB
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    11 Multi-Value Classification/138 Training a Multinominal Model.en.srt 9.84 KB
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    11 Multi-Value Classification/138 Training a Multinominal Model.mp4 66.08 MB
    11 Multi-Value Classification/139 Marginal vs Conditional Probability.en.srt 16.03 KB
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    11 Multi-Value Classification/139 Marginal vs Conditional Probability.mp4 95.18 MB
    11 Multi-Value Classification/140 Sigmoid vs Softmax.en.srt 9.83 KB
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    11 Multi-Value Classification/141 Refactoring Sigmoid to Softmax.en.srt 7.51 KB
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    11 Multi-Value Classification/141 Refactoring Sigmoid to Softmax.mp4 48.87 MB
    11 Multi-Value Classification/142 Implementing Accuracy Gauges.en.srt 4.27 KB
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    11 Multi-Value Classification/142 Implementing Accuracy Gauges.mp4 28.71 MB
    11 Multi-Value Classification/143 Calculating Accuracy.en.srt 5.11 KB
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    11 Multi-Value Classification/143 Calculating Accuracy.mp4 31.3 MB
    12 Image Recognition In Action/144 Handwriting Recognition.en.srt 3.57 KB
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    12 Image Recognition In Action/145 Greyscale Values.en.srt 7.95 KB
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    12 Image Recognition In Action/146 Many Features.en.srt 5.34 KB
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    12 Image Recognition In Action/147 Flattening Image Data.en.srt 8.84 KB
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    12 Image Recognition In Action/147 Flattening Image Data.mp4 57.76 MB
    12 Image Recognition In Action/148 Encoding Label Values.en.srt 8.47 KB
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    12 Image Recognition In Action/148 Encoding Label Values.mp4 62 MB
    12 Image Recognition In Action/149 Implementing an Accuracy Gauge.en.srt 11.44 KB
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    12 Image Recognition In Action/150 Unchanging Accuracy.en.srt 3.25 KB
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    12 Image Recognition In Action/150 Unchanging Accuracy.mp4 20.3 MB
    12 Image Recognition In Action/151 Debugging the Calculation Process.en.srt 13.01 KB
    12 Image Recognition In Action/151 Debugging the Calculation Process.id.srt 13.39 KB
    12 Image Recognition In Action/151 Debugging the Calculation Process.mp4 89.04 MB
    12 Image Recognition In Action/152 Dealing with Zero Variances.en.srt 10.01 KB
    12 Image Recognition In Action/152 Dealing with Zero Variances.id.srt 10.55 KB
    12 Image Recognition In Action/152 Dealing with Zero Variances.mp4 47.9 MB
    12 Image Recognition In Action/153 Backfilling Variance.en.srt 4.1 KB
    12 Image Recognition In Action/153 Backfilling Variance.id.srt 4.32 KB
    12 Image Recognition In Action/153 Backfilling Variance.mp4 25.72 MB
    13 Performance Optimization/154 Handing Large Datasets.en.srt 7.03 KB
    13 Performance Optimization/154 Handing Large Datasets.id.srt 7.62 KB
    13 Performance Optimization/154 Handing Large Datasets.mp4 44.46 MB
    13 Performance Optimization/155 Minimizing Memory Usage.en.srt 7.49 KB
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    13 Performance Optimization/155 Minimizing Memory Usage.mp4 38.18 MB
    13 Performance Optimization/156 Creating Memory Snapshots.en.srt 8.16 KB
    13 Performance Optimization/156 Creating Memory Snapshots.id.srt 8.58 KB
    13 Performance Optimization/156 Creating Memory Snapshots.mp4 49.05 MB
    13 Performance Optimization/157 The Javascript Garbage Collector.en.srt 10.14 KB
    13 Performance Optimization/157 The Javascript Garbage Collector.id.srt 10.61 KB
    13 Performance Optimization/157 The Javascript Garbage Collector.mp4 55.8 MB
    13 Performance Optimization/158 Shallow vs Retained Memory Usage.en.srt 9.1 KB
    13 Performance Optimization/158 Shallow vs Retained Memory Usage.id.srt 9.55 KB
    13 Performance Optimization/158 Shallow vs Retained Memory Usage.mp4 56.89 MB
    13 Performance Optimization/159 Measuring Memory Usage.en.srt 13.82 KB
    13 Performance Optimization/159 Measuring Memory Usage.id.srt 14.6 KB
    13 Performance Optimization/159 Measuring Memory Usage.mp4 96.63 MB
    13 Performance Optimization/160 Releasing References.en.srt 4.98 KB
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    13 Performance Optimization/160 Releasing References.mp4 35.98 MB
    13 Performance Optimization/161 Measuring Footprint Reduction.en.srt 6.23 KB
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    13 Performance Optimization/161 Measuring Footprint Reduction.mp4 43.3 MB
    13 Performance Optimization/162 Optimization Tensorflow Memory Usage.en.srt 2.68 KB
    13 Performance Optimization/162 Optimization Tensorflow Memory Usage.id.srt 2.88 KB
    13 Performance Optimization/162 Optimization Tensorflow Memory Usage.mp4 18.53 MB
    13 Performance Optimization/163 Tensorflows Eager Memory Usage.en.srt 6.94 KB
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    13 Performance Optimization/163 Tensorflows Eager Memory Usage.mp4 46.81 MB
    13 Performance Optimization/164 Cleaning up Tensors with Tidy.en.srt 4.39 KB
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    13 Performance Optimization/164 Cleaning up Tensors with Tidy.mp4 24.26 MB
    13 Performance Optimization/165 Implementing TF Tidy.en.srt 5.4 KB
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    13 Performance Optimization/165 Implementing TF Tidy.mp4 37.59 MB
    13 Performance Optimization/166 Tidying the Training Loop.en.srt 6.25 KB
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    13 Performance Optimization/166 Tidying the Training Loop.mp4 45.99 MB
    13 Performance Optimization/167 Measuring Reduced Memory Usage.en.srt 2.49 KB
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    13 Performance Optimization/167 Measuring Reduced Memory Usage.mp4 18.11 MB
    13 Performance Optimization/168 One More Optimization.en.srt 3.75 KB
    13 Performance Optimization/168 One More Optimization.id.srt 3.9 KB
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    13 Performance Optimization/169 Final Memory Report.en.srt 4.46 KB
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    13 Performance Optimization/170 Plotting Cost History.en.srt 6.61 KB
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    13 Performance Optimization/171 NaN in Cost History.en.srt 6.89 KB
    13 Performance Optimization/171 NaN in Cost History.id.srt 7.29 KB
    13 Performance Optimization/171 NaN in Cost History.mp4 46.37 MB
    13 Performance Optimization/172 Fixing Cost History.en.srt 7.14 KB
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    13 Performance Optimization/172 Fixing Cost History.mp4 46.77 MB
    13 Performance Optimization/173 Massaging Learning Parameters.en.srt 2.78 KB
    13 Performance Optimization/173 Massaging Learning Parameters.id.srt 3 KB
    13 Performance Optimization/173 Massaging Learning Parameters.mp4 22.55 MB
    13 Performance Optimization/174 Improving Model Accuracy.en.srt 6.71 KB
    13 Performance Optimization/174 Improving Model Accuracy.id.srt 7.18 KB
    13 Performance Optimization/174 Improving Model Accuracy.mp4 55.01 MB
    14 Appendix Custom CSV Loader/175 Loading CSV Files.en.srt 3.38 KB
    14 Appendix Custom CSV Loader/175 Loading CSV Files.id.srt 3.56 KB
    14 Appendix Custom CSV Loader/175 Loading CSV Files.mp4 15.85 MB
    14 Appendix Custom CSV Loader/176 A Test Dataset.en.srt 2.89 KB
    14 Appendix Custom CSV Loader/176 A Test Dataset.id.srt 2.97 KB
    14 Appendix Custom CSV Loader/176 A Test Dataset.mp4 9.58 MB
    14 Appendix Custom CSV Loader/177 Reading Files from Disk.en.srt 4.44 KB
    14 Appendix Custom CSV Loader/177 Reading Files from Disk.id.srt 4.5 KB
    14 Appendix Custom CSV Loader/177 Reading Files from Disk.mp4 18.59 MB
    14 Appendix Custom CSV Loader/178 Splitting into Columns.en.srt 4.26 KB
    14 Appendix Custom CSV Loader/178 Splitting into Columns.id.srt 4.39 KB
    14 Appendix Custom CSV Loader/178 Splitting into Columns.mp4 20.34 MB
    14 Appendix Custom CSV Loader/179 Dropping Trailing Columns.en.srt 3.9 KB
    14 Appendix Custom CSV Loader/179 Dropping Trailing Columns.id.srt 4.12 KB
    14 Appendix Custom CSV Loader/179 Dropping Trailing Columns.mp4 18.4 MB
    14 Appendix Custom CSV Loader/180 Parsing Number Values.en.srt 5.46 KB
    14 Appendix Custom CSV Loader/180 Parsing Number Values.id.srt 5.64 KB
    14 Appendix Custom CSV Loader/180 Parsing Number Values.mp4 31.36 MB
    14 Appendix Custom CSV Loader/181 Custom Value Parsing.en.srt 6.51 KB
    14 Appendix Custom CSV Loader/181 Custom Value Parsing.id.srt 6.85 KB
    14 Appendix Custom CSV Loader/181 Custom Value Parsing.mp4 36.72 MB
    14 Appendix Custom CSV Loader/182 Extracting Data Columns.en.srt 7.75 KB
    14 Appendix Custom CSV Loader/182 Extracting Data Columns.id.srt 8.07 KB
    14 Appendix Custom CSV Loader/182 Extracting Data Columns.mp4 57.27 MB
    14 Appendix Custom CSV Loader/183 Shuffling Data via Seed Phrase.en.srt 8.45 KB
    14 Appendix Custom CSV Loader/183 Shuffling Data via Seed Phrase.id.srt 8.99 KB
    14 Appendix Custom CSV Loader/183 Shuffling Data via Seed Phrase.mp4 52.14 MB
    14 Appendix Custom CSV Loader/184 Splitting Test and Training.en.srt 12.01 KB
    14 Appendix Custom CSV Loader/184 Splitting Test and Training.id.srt 12.67 KB
    14 Appendix Custom CSV Loader/184 Splitting Test and Training.mp4 75.65 MB
    15 Extras/185 Bonus.html 3.6 KB
    [FreeCourseWorld.Com].url 54 B

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