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01 - Introduction to Course/001 Welcome to the Course_.html 1.64 KB
01 - Introduction to Course/002 COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP_.mp4 7.22 MB
01 - Introduction to Course/002 COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP___en.srt 7.16 KB
01 - Introduction to Course/003 Anaconda Python and Jupyter Install and Setup.mp4 84.53 MB
01 - Introduction to Course/003 Anaconda Python and Jupyter Install and Setup__en.srt 21.55 KB
01 - Introduction to Course/004 Note on Environment Setup - Please read me_.html 857 B
01 - Introduction to Course/005 Environment Setup.mp4 35.71 MB
01 - Introduction to Course/005 Environment Setup__en.srt 14.49 KB
01 - Introduction to Course/28813464-requirements.txt 221 B
01 - Introduction to Course/33985574-UNZIP-FOR-NOTEBOOKS-FINAL.zip 67.11 MB
01 - Introduction to Course/33985614-UNZIP-FOR-NOTEBOOKS-FINAL.zip 67.11 MB
01 - Introduction to Course/external-assets-links.txt 132 B
02 - OPTIONAL_ Python Crash Course/001 OPTIONAL_ Python Crash Course.html 472 B
02 - OPTIONAL_ Python Crash Course/002 Python Crash Course - Part One.mp4 29.74 MB
02 - OPTIONAL_ Python Crash Course/002 Python Crash Course - Part One__en.srt 24.63 KB
02 - OPTIONAL_ Python Crash Course/003 Python Crash Course - Part Two.mp4 57.63 MB
02 - OPTIONAL_ Python Crash Course/003 Python Crash Course - Part Two__en.srt 18.03 KB
02 - OPTIONAL_ Python Crash Course/004 Python Crash Course - Part Three.mp4 32.01 MB
02 - OPTIONAL_ Python Crash Course/004 Python Crash Course - Part Three__en.srt 16.58 KB
02 - OPTIONAL_ Python Crash Course/005 Python Crash Course - Exercise Questions.mp4 3.41 MB
02 - OPTIONAL_ Python Crash Course/005 Python Crash Course - Exercise Questions__en.srt 2.54 KB
02 - OPTIONAL_ Python Crash Course/006 Python Crash Course - Exercise Solutions.mp4 48.7 MB
02 - OPTIONAL_ Python Crash Course/006 Python Crash Course - Exercise Solutions__en.srt 13.43 KB
03 - Machine Learning Pathway Overview/001 Machine Learning Pathway.mp4 14.1 MB
03 - Machine Learning Pathway Overview/001 Machine Learning Pathway__en.srt 15.79 KB
04 - NumPy/001 Introduction to NumPy.mp4 3.37 MB
04 - NumPy/001 Introduction to NumPy__en.srt 3.01 KB
04 - NumPy/002 NumPy Arrays.mp4 99.45 MB
04 - NumPy/002 NumPy Arrays__en.srt 31.91 KB
04 - NumPy/003 NumPy Indexing and Selection.mp4 39.63 MB
04 - NumPy/003 NumPy Indexing and Selection__en.srt 16.22 KB
04 - NumPy/004 NumPy Operations.mp4 36.06 MB
04 - NumPy/004 NumPy Operations__en.srt 12.05 KB
04 - NumPy/005 NumPy Exercises.mp4 9.64 MB
04 - NumPy/005 NumPy Exercises__en.srt 2.07 KB
04 - NumPy/006 Numpy Exercises - Solutions.mp4 34.88 MB
04 - NumPy/006 Numpy Exercises - Solutions__en.srt 10.87 KB
05 - Pandas/001 Introduction to Pandas.mp4 6.7 MB
05 - Pandas/001 Introduction to Pandas__en.srt 7.24 KB
05 - Pandas/002 Series - Part One.mp4 28.62 MB
05 - Pandas/002 Series - Part One__en.srt 13.39 KB
05 - Pandas/003 Series - Part Two.mp4 26.12 MB
05 - Pandas/003 Series - Part Two__en.srt 15.38 KB
05 - Pandas/004 DataFrames - Part One - Creating a DataFrame.mp4 97.48 MB
05 - Pandas/004 DataFrames - Part One - Creating a DataFrame__en.srt 29 KB
05 - Pandas/005 DataFrames - Part Two - Basic Properties.mp4 40.28 MB
05 - Pandas/005 DataFrames - Part Two - Basic Properties__en.srt 13.28 KB
05 - Pandas/006 DataFrames - Part Three - Working with Columns.mp4 84.08 MB
05 - Pandas/006 DataFrames - Part Three - Working with Columns__en.srt 20.61 KB
05 - Pandas/007 DataFrames - Part Four - Working with Rows.mp4 72.59 MB
05 - Pandas/007 DataFrames - Part Four - Working with Rows__en.srt 21.09 KB
05 - Pandas/008 Pandas - Conditional Filtering.mp4 69.21 MB
05 - Pandas/008 Pandas - Conditional Filtering__en.srt 27.14 KB
05 - Pandas/009 Pandas - Useful Methods - Apply on Single Column.mp4 53.72 MB
05 - Pandas/009 Pandas - Useful Methods - Apply on Single Column__en.srt 20.23 KB
05 - Pandas/010 Pandas - Useful Methods - Apply on Multiple Columns.mp4 85.32 MB
05 - Pandas/010 Pandas - Useful Methods - Apply on Multiple Columns__en.srt 25.93 KB
05 - Pandas/011 Pandas - Useful Methods - Statistical Information and Sorting.mp4 74.37 MB
05 - Pandas/011 Pandas - Useful Methods - Statistical Information and Sorting__en.srt 23.4 KB
05 - Pandas/012 Missing Data - Overview.mp4 27.24 MB
05 - Pandas/012 Missing Data - Overview__en.srt 18.36 KB
05 - Pandas/013 Missing Data - Pandas Operations.mp4 73.6 MB
05 - Pandas/013 Missing Data - Pandas Operations__en.srt 27.41 KB
05 - Pandas/014 GroupBy Operations - Part One.mp4 86.96 MB
05 - Pandas/014 GroupBy Operations - Part One__en.srt 21.41 KB
05 - Pandas/015 GroupBy Operations - Part Two - MultiIndex.mp4 92.86 MB
05 - Pandas/015 GroupBy Operations - Part Two - MultiIndex__en.srt 20.86 KB
05 - Pandas/016 Combining DataFrames - Concatenation.mp4 36.84 MB
05 - Pandas/016 Combining DataFrames - Concatenation__en.srt 15.02 KB
05 - Pandas/017 Combining DataFrames - Inner Merge.mp4 40.27 MB
05 - Pandas/017 Combining DataFrames - Inner Merge__en.srt 18.52 KB
05 - Pandas/018 Combining DataFrames - Left and Right Merge.mp4 16.4 MB
05 - Pandas/018 Combining DataFrames - Left and Right Merge__en.srt 9.1 KB
05 - Pandas/019 Combining DataFrames - Outer Merge.mp4 22.17 MB
05 - Pandas/019 Combining DataFrames - Outer Merge__en.srt 14.57 KB
05 - Pandas/020 Pandas - Text Methods for String Data.mp4 45.12 MB
05 - Pandas/020 Pandas - Text Methods for String Data__en.srt 23.95 KB
05 - Pandas/021 Pandas - Time Methods for Date and Time Data.mp4 80.19 MB
05 - Pandas/021 Pandas - Time Methods for Date and Time Data__en.srt 31.72 KB
05 - Pandas/022 Pandas Input and Output - CSV Files.mp4 37.15 MB
05 - Pandas/022 Pandas Input and Output - CSV Files__en.srt 16.6 KB
05 - Pandas/023 Pandas Input and Output - HTML Tables.mp4 102.34 MB
05 - Pandas/023 Pandas Input and Output - HTML Tables__en.srt 22.36 KB
05 - Pandas/024 Pandas Input and Output - Excel Files.mp4 25.87 MB
05 - Pandas/024 Pandas Input and Output - Excel Files__en.srt 10.88 KB
05 - Pandas/025 Pandas Input and Output - SQL Databases.mp4 95.98 MB
05 - Pandas/025 Pandas Input and Output - SQL Databases__en.srt 29.43 KB
05 - Pandas/026 Pandas Pivot Tables.mp4 129.09 MB
05 - Pandas/026 Pandas Pivot Tables__en.srt 32.18 KB
05 - Pandas/027 Pandas Project Exercise Overview.mp4 39.43 MB
05 - Pandas/027 Pandas Project Exercise Overview__en.srt 9.59 KB
05 - Pandas/028 Pandas Project Exercise Solutions.mp4 172.55 MB
05 - Pandas/028 Pandas Project Exercise Solutions__en.srt 38.77 KB
06 - Matplotlib/001 Introduction to Matplotlib.mp4 6.55 MB
06 - Matplotlib/001 Introduction to Matplotlib__en.srt 6.72 KB
06 - Matplotlib/002 Matplotlib Basics.mp4 31.07 MB
06 - Matplotlib/002 Matplotlib Basics__en.srt 19.64 KB
06 - Matplotlib/003 Matplotlib - Understanding the Figure Object.mp4 11.7 MB
06 - Matplotlib/003 Matplotlib - Understanding the Figure Object__en.srt 11.55 KB
06 - Matplotlib/004 Matplotlib - Implementing Figures and Axes.mp4 34.86 MB
06 - Matplotlib/004 Matplotlib - Implementing Figures and Axes__en.srt 20.97 KB
06 - Matplotlib/005 Matplotlib - Figure Parameters.mp4 13.06 MB
06 - Matplotlib/005 Matplotlib - Figure Parameters__en.srt 7.65 KB
06 - Matplotlib/006 Matplotlib - Subplots Functionality.mp4 96.57 MB
06 - Matplotlib/006 Matplotlib - Subplots Functionality__en.srt 28.63 KB
06 - Matplotlib/007 Matplotlib Styling - Legends.mp4 16.19 MB
06 - Matplotlib/007 Matplotlib Styling - Legends__en.srt 10.36 KB
06 - Matplotlib/008 Matplotlib Styling - Colors and Styles.mp4 44.27 MB
06 - Matplotlib/008 Matplotlib Styling - Colors and Styles__en.srt 21.04 KB
06 - Matplotlib/009 Advanced Matplotlib Commands (Optional).mp4 25.19 MB
06 - Matplotlib/009 Advanced Matplotlib Commands (Optional)__en.srt 6.49 KB
06 - Matplotlib/010 Matplotlib Exercise Questions Overview.mp4 48.99 MB
06 - Matplotlib/010 Matplotlib Exercise Questions Overview__en.srt 9.33 KB
06 - Matplotlib/011 Matplotlib Exercise Questions - Solutions.mp4 105.86 MB
06 - Matplotlib/011 Matplotlib Exercise Questions - Solutions__en.srt 24.53 KB
07 - Seaborn Data Visualizations/001 Introduction to Seaborn.mp4 5.74 MB
07 - Seaborn Data Visualizations/001 Introduction to Seaborn__en.srt 6.51 KB
07 - Seaborn Data Visualizations/002 Scatterplots with Seaborn.mp4 111.3 MB
07 - Seaborn Data Visualizations/002 Scatterplots with Seaborn__en.srt 29.72 KB
07 - Seaborn Data Visualizations/003 Distribution Plots - Part One - Understanding Plot Types.mp4 15.03 MB
07 - Seaborn Data Visualizations/003 Distribution Plots - Part One - Understanding Plot Types__en.srt 15 KB
07 - Seaborn Data Visualizations/004 Distribution Plots - Part Two - Coding with Seaborn.mp4 59.21 MB
07 - Seaborn Data Visualizations/004 Distribution Plots - Part Two - Coding with Seaborn__en.srt 24.79 KB
07 - Seaborn Data Visualizations/005 Categorical Plots - Statistics within Categories - Understanding Plot Types.mp4 15.98 MB
07 - Seaborn Data Visualizations/005 Categorical Plots - Statistics within Categories - Understanding Plot Types__en.srt 8.8 KB
07 - Seaborn Data Visualizations/006 Categorical Plots - Statistics within Categories - Coding with Seaborn.mp4 51.65 MB
07 - Seaborn Data Visualizations/006 Categorical Plots - Statistics within Categories - Coding with Seaborn__en.srt 14.61 KB
07 - Seaborn Data Visualizations/007 Categorical Plots - Distributions within Categories - Understanding Plot Types.mp4 44.96 MB
07 - Seaborn Data Visualizations/007 Categorical Plots - Distributions within Categories - Understanding Plot Types__en.srt 20.1 KB
07 - Seaborn Data Visualizations/008 Categorical Plots - Distributions within Categories - Coding with Seaborn.mp4 84.57 MB
07 - Seaborn Data Visualizations/008 Categorical Plots - Distributions within Categories - Coding with Seaborn__en.srt 28.26 KB
07 - Seaborn Data Visualizations/009 Seaborn - Comparison Plots - Understanding the Plot Types.mp4 10.57 MB
07 - Seaborn Data Visualizations/009 Seaborn - Comparison Plots - Understanding the Plot Types__en.srt 8.74 KB
07 - Seaborn Data Visualizations/010 Seaborn - Comparison Plots - Coding with Seaborn.mp4 51.16 MB
07 - Seaborn Data Visualizations/010 Seaborn - Comparison Plots - Coding with Seaborn__en.srt 15.71 KB
07 - Seaborn Data Visualizations/011 Seaborn Grid Plots.mp4 87.01 MB
07 - Seaborn Data Visualizations/011 Seaborn Grid Plots__en.srt 20.5 KB
07 - Seaborn Data Visualizations/012 Seaborn - Matrix Plots.mp4 61.47 MB
07 - Seaborn Data Visualizations/012 Seaborn - Matrix Plots__en.srt 21.09 KB
07 - Seaborn Data Visualizations/013 Seaborn Plot Exercises Overview.mp4 47.88 MB
07 - Seaborn Data Visualizations/013 Seaborn Plot Exercises Overview__en.srt 11.26 KB
07 - Seaborn Data Visualizations/014 Seaborn Plot Exercises Solutions.mp4 105.72 MB
07 - Seaborn Data Visualizations/014 Seaborn Plot Exercises Solutions__en.srt 22.39 KB
08 - Data Analysis and Visualization Capstone Project Exercise/001 Capstone Project Overview.mp4 31.11 MB
08 - Data Analysis and Visualization Capstone Project Exercise/001 Capstone Project Overview__en.srt 20.6 KB
08 - Data Analysis and Visualization Capstone Project Exercise/002 Capstone Project Solutions - Part One.mp4 110.61 MB
08 - Data Analysis and Visualization Capstone Project Exercise/002 Capstone Project Solutions - Part One__en.srt 26.84 KB
08 - Data Analysis and Visualization Capstone Project Exercise/003 Capstone Project Solutions - Part Two.mp4 106.18 MB
08 - Data Analysis and Visualization Capstone Project Exercise/003 Capstone Project Solutions - Part Two__en.srt 23.48 KB
08 - Data Analysis and Visualization Capstone Project Exercise/004 Capstone Project Solutions - Part Three.mp4 137.39 MB
08 - Data Analysis and Visualization Capstone Project Exercise/004 Capstone Project Solutions - Part Three__en.srt 30.88 KB
08 - Data Analysis and Visualization Capstone Project Exercise/GetFreeCourses.Co.url 116 B
08 - Data Analysis and Visualization Capstone Project Exercise/How you can help GetFreeCourses.Co.txt 182 B
09 - Machine Learning Concepts Overview/001 Introduction to Machine Learning Overview Section.mp4 13.17 MB
09 - Machine Learning Concepts Overview/001 Introduction to Machine Learning Overview Section__en.srt 8.58 KB
09 - Machine Learning Concepts Overview/002 Why Machine Learning_.mp4 21.04 MB
09 - Machine Learning Concepts Overview/002 Why Machine Learning___en.srt 14.66 KB
09 - Machine Learning Concepts Overview/003 Types of Machine Learning Algorithms.mp4 18.08 MB
09 - Machine Learning Concepts Overview/003 Types of Machine Learning Algorithms__en.srt 11.63 KB
09 - Machine Learning Concepts Overview/004 Supervised Machine Learning Process.mp4 33.53 MB
09 - Machine Learning Concepts Overview/004 Supervised Machine Learning Process__en.srt 19.77 KB
09 - Machine Learning Concepts Overview/005 Companion Book - Introduction to Statistical Learning.mp4 5.11 MB
09 - Machine Learning Concepts Overview/005 Companion Book - Introduction to Statistical Learning__en.srt 4.66 KB
10 - Linear Regression/001 Introduction to Linear Regression Section.mp4 2.58 MB
10 - Linear Regression/001 Introduction to Linear Regression Section__en.srt 2.68 KB
10 - Linear Regression/002 Linear Regression - Algorithm History.mp4 54.82 MB
10 - Linear Regression/002 Linear Regression - Algorithm History__en.srt 13.09 KB
10 - Linear Regression/003 Linear Regression - Understanding Ordinary Least Squares.mp4 86.37 MB
10 - Linear Regression/003 Linear Regression - Understanding Ordinary Least Squares__en.srt 22.53 KB
10 - Linear Regression/004 Linear Regression - Cost Functions.mp4 16.63 MB
10 - Linear Regression/004 Linear Regression - Cost Functions__en.srt 11.46 KB
10 - Linear Regression/005 Linear Regression - Gradient Descent.mp4 29.21 MB
10 - Linear Regression/005 Linear Regression - Gradient Descent__en.srt 16.73 KB
10 - Linear Regression/006 Python coding Simple Linear Regression.mp4 70.14 MB
10 - Linear Regression/006 Python coding Simple Linear Regression__en.srt 28.14 KB
10 - Linear Regression/007 Overview of Scikit-Learn and Python.mp4 31.44 MB
10 - Linear Regression/007 Overview of Scikit-Learn and Python__en.srt 10.14 KB
10 - Linear Regression/007 Overview of Scikit-Learn and Python_en.vtt 10.96 KB
10 - Linear Regression/008 Linear Regression - Scikit-Learn Train Test Split.mp4 61.42 MB
10 - Linear Regression/008 Linear Regression - Scikit-Learn Train Test Split__en.srt 23.78 KB
10 - Linear Regression/009 Linear Regression - Scikit-Learn Performance Evaluation - Regression.mp4 53.4 MB
10 - Linear Regression/009 Linear Regression - Scikit-Learn Performance Evaluation - Regression__en.srt 23 KB
10 - Linear Regression/010 Linear Regression - Residual Plots.mp4 44.02 MB
10 - Linear Regression/010 Linear Regression - Residual Plots__en.srt 20.22 KB
10 - Linear Regression/011 Linear Regression - Model Deployment and Coefficient Interpretation.mp4 81.14 MB
10 - Linear Regression/011 Linear Regression - Model Deployment and Coefficient Interpretation__en.srt 25.62 KB
10 - Linear Regression/012 Polynomial Regression - Theory and Motivation.mp4 22.25 MB
10 - Linear Regression/012 Polynomial Regression - Theory and Motivation__en.srt 11.21 KB
10 - Linear Regression/013 Polynomial Regression - Creating Polynomial Features.mp4 40.09 MB
10 - Linear Regression/013 Polynomial Regression - Creating Polynomial Features__en.srt 16.39 KB
10 - Linear Regression/014 Polynomial Regression - Training and Evaluation.mp4 36.3 MB
10 - Linear Regression/014 Polynomial Regression - Training and Evaluation__en.srt 14.17 KB
10 - Linear Regression/015 Bias Variance Trade-Off.mp4 36.18 MB
10 - Linear Regression/015 Bias Variance Trade-Off__en.srt 15.94 KB
10 - Linear Regression/016 Polynomial Regression - Choosing Degree of Polynomial.mp4 55.68 MB
10 - Linear Regression/016 Polynomial Regression - Choosing Degree of Polynomial__en.srt 19.88 KB
10 - Linear Regression/017 Polynomial Regression - Model Deployment.mp4 23.22 MB
10 - Linear Regression/017 Polynomial Regression - Model Deployment__en.srt 8.38 KB
10 - Linear Regression/018 Regularization Overview.mp4 15.52 MB
10 - Linear Regression/018 Regularization Overview__en.srt 10.33 KB
10 - Linear Regression/019 Feature Scaling.mp4 24.34 MB
10 - Linear Regression/019 Feature Scaling__en.srt 14.83 KB
10 - Linear Regression/020 Introduction to Cross Validation.mp4 32.97 MB
10 - Linear Regression/020 Introduction to Cross Validation__en.srt 19.81 KB
10 - Linear Regression/021 Regularization Data Setup.mp4 20.16 MB
10 - Linear Regression/021 Regularization Data Setup__en.srt 12.42 KB
10 - Linear Regression/022 L2 Regularization - Ridge Regression Theory.mp4 61.3 MB
10 - Linear Regression/022 L2 Regularization - Ridge Regression Theory__en.srt 20.72 KB
10 - Linear Regression/023 L2 Regularization - Ridge Regression - Python Implementation.mp4 89.37 MB
10 - Linear Regression/023 L2 Regularization - Ridge Regression - Python Implementation__en.srt 10.89 KB
10 - Linear Regression/023 L2 Regularization - Ridge Regression - Python Implementation_en.vtt 22.98 KB
10 - Linear Regression/024 L1 Regularization - Lasso Regression - Background and Implementation.mp4 94.65 MB
10 - Linear Regression/024 L1 Regularization - Lasso Regression - Background and Implementation__en.srt 5.4 KB
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10 - Linear Regression/025 L1 and L2 Regularization - Elastic Net.mp4 66.4 MB
10 - Linear Regression/025 L1 and L2 Regularization - Elastic Net__en.srt 16.97 KB
10 - Linear Regression/025 L1 and L2 Regularization - Elastic Net_en.vtt 22.62 KB
10 - Linear Regression/026 Linear Regression Project - Data Overview.mp4 16.94 MB
10 - Linear Regression/026 Linear Regression Project - Data Overview__en.srt 7.67 KB
11 - Feature Engineering and Data Preparation/001 A note from Jose on Feature Engineering and Data Preparation.html 990 B
11 - Feature Engineering and Data Preparation/002 Introduction to Feature Engineering and Data Preparation.mp4 36.11 MB
11 - Feature Engineering and Data Preparation/002 Introduction to Feature Engineering and Data Preparation__en.srt 24.1 KB
11 - Feature Engineering and Data Preparation/003 Dealing with Outliers.mp4 103.32 MB
11 - Feature Engineering and Data Preparation/003 Dealing with Outliers__en.srt 41.2 KB
11 - Feature Engineering and Data Preparation/004 Dealing with Missing Data _ Part One - Evaluation of Missing Data.mp4 19.05 MB
11 - Feature Engineering and Data Preparation/004 Dealing with Missing Data _ Part One - Evaluation of Missing Data__en.srt 16.97 KB
11 - Feature Engineering and Data Preparation/005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows.mp4 117.56 MB
11 - Feature Engineering and Data Preparation/005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows__en.srt 31.42 KB
11 - Feature Engineering and Data Preparation/006 Dealing with Missing Data _ Part 3 - Fixing data based on Columns.mp4 105.22 MB
11 - Feature Engineering and Data Preparation/006 Dealing with Missing Data _ Part 3 - Fixing data based on Columns__en.srt 36.75 KB
11 - Feature Engineering and Data Preparation/007 Dealing with Categorical Data - Encoding Options.mp4 58.87 MB
11 - Feature Engineering and Data Preparation/007 Dealing with Categorical Data - Encoding Options__en.srt 20.1 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/001 Section Overview and Introduction.mp4 5.61 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/001 Section Overview and Introduction__en.srt 5.05 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/002 Cross Validation - Test _ Train Split.mp4 46.86 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/002 Cross Validation - Test _ Train Split__en.srt 17.43 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/003 Cross Validation - Test _ Validation _ Train Split.mp4 59.41 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/003 Cross Validation - Test _ Validation _ Train Split__en.srt 21.65 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/004 Cross Validation - cross_val_score.mp4 44.46 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/004 Cross Validation - cross_val_score__en.srt 8.14 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/004 Cross Validation - cross_val_score_en.vtt 15.2 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/005 Cross Validation - cross_validate.mp4 45.01 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/005 Cross Validation - cross_validate__en.srt 11.23 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/006 Grid Search.mp4 73.19 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/006 Grid Search__en.srt 19.26 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/007 Linear Regression Project Overview.mp4 23.63 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/007 Linear Regression Project Overview__en.srt 5.82 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/008 Linear Regression Project - Solutions.mp4 91.23 MB
12 - Cross Validation , Grid Search, and the Linear Regression Project/008 Linear Regression Project - Solutions__en.srt 8.8 KB
12 - Cross Validation , Grid Search, and the Linear Regression Project/008 Linear Regression Project - Solutions_en.vtt 15.87 KB
13 - Logistic Regression/001 Early Bird Note on Downloading .zip for Logistic Regression Notes.html 523 B
13 - Logistic Regression/002 Introduction to Logistic Regression Section.mp4 13.93 MB
13 - Logistic Regression/002 Introduction to Logistic Regression Section__en.srt 8.39 KB
13 - Logistic Regression/003 Logistic Regression - Theory and Intuition - Part One_ The Logistic Function.mp4 17.31 MB
13 - Logistic Regression/003 Logistic Regression - Theory and Intuition - Part One_ The Logistic Function__en.srt 8.09 KB
13 - Logistic Regression/004 Logistic Regression - Theory and Intuition - Part Two_ Linear to Logistic.mp4 8.03 MB
13 - Logistic Regression/004 Logistic Regression - Theory and Intuition - Part Two_ Linear to Logistic__en.srt 7.27 KB
13 - Logistic Regression/005 Logistic Regression - Theory and Intuition - Linear to Logistic Math.mp4 36.04 MB
13 - Logistic Regression/005 Logistic Regression - Theory and Intuition - Linear to Logistic Math__en.srt 24.81 KB
13 - Logistic Regression/006 Logistic Regression - Theory and Intuition - Best fit with Maximum Likelihood.mp4 54.91 MB
13 - Logistic Regression/006 Logistic Regression - Theory and Intuition - Best fit with Maximum Likelihood__en.srt 22.96 KB
13 - Logistic Regression/007 Logistic Regression with Scikit-Learn - Part One - EDA.mp4 62.45 MB
13 - Logistic Regression/007 Logistic Regression with Scikit-Learn - Part One - EDA__en.srt 21.9 KB
13 - Logistic Regression/008 Logistic Regression with Scikit-Learn - Part Two - Model Training.mp4 32.57 MB
13 - Logistic Regression/008 Logistic Regression with Scikit-Learn - Part Two - Model Training__en.srt 9.57 KB
13 - Logistic Regression/009 Classification Metrics - Confusion Matrix and Accuracy.mp4 21.72 MB
13 - Logistic Regression/009 Classification Metrics - Confusion Matrix and Accuracy__en.srt 13.93 KB
13 - Logistic Regression/010 Classification Metrics - Precison, Recall, F1-Score.mp4 33.14 MB
13 - Logistic Regression/010 Classification Metrics - Precison, Recall, F1-Score__en.srt 8.34 KB
13 - Logistic Regression/011 Classification Metrics - ROC Curves.mp4 16.07 MB
13 - Logistic Regression/011 Classification Metrics - ROC Curves__en.srt 11.07 KB
13 - Logistic Regression/012 Logistic Regression with Scikit-Learn - Part Three - Performance Evaluation.mp4 57.03 MB
13 - Logistic Regression/012 Logistic Regression with Scikit-Learn - Part Three - Performance Evaluation__en.srt 23.43 KB
13 - Logistic Regression/013 Multi-Class Classification with Logistic Regression - Part One - Data and EDA.mp4 37.38 MB
13 - Logistic Regression/013 Multi-Class Classification with Logistic Regression - Part One - Data and EDA__en.srt 12.01 KB
13 - Logistic Regression/014 Multi-Class Classification with Logistic Regression - Part Two - Model.mp4 105.09 MB
13 - Logistic Regression/014 Multi-Class Classification with Logistic Regression - Part Two - Model__en.srt 23.82 KB
13 - Logistic Regression/015 Logistic Regression Exercise Project Overview.mp4 24.29 MB
13 - Logistic Regression/015 Logistic Regression Exercise Project Overview__en.srt 6.49 KB
13 - Logistic Regression/016 Logistic Regression Project Exercise - Solutions.mp4 161.29 MB
13 - Logistic Regression/016 Logistic Regression Project Exercise - Solutions__en.srt 14.33 KB
13 - Logistic Regression/016 Logistic Regression Project Exercise - Solutions_en.vtt 30.89 KB
13 - Logistic Regression/29304858-11-Logistic-Regression-Models.zip 2.02 MB
14 - KNN - K Nearest Neighbors/001 Introduction to KNN Section.mp4 3.65 MB
14 - KNN - K Nearest Neighbors/001 Introduction to KNN Section__en.srt 3.63 KB
14 - KNN - K Nearest Neighbors/002 KNN Classification - Theory and Intuition.mp4 23.55 MB
14 - KNN - K Nearest Neighbors/002 KNN Classification - Theory and Intuition__en.srt 16.93 KB
14 - KNN - K Nearest Neighbors/003 KNN Coding with Python - Part One.mp4 61.55 MB
14 - KNN - K Nearest Neighbors/003 KNN Coding with Python - Part One__en.srt 10.99 KB
14 - KNN - K Nearest Neighbors/003 KNN Coding with Python - Part One_en.vtt 19.38 KB
14 - KNN - K Nearest Neighbors/004 KNN Coding with Python - Part Two - Choosing K.mp4 102.86 MB
14 - KNN - K Nearest Neighbors/004 KNN Coding with Python - Part Two - Choosing K__en.srt 3.94 KB
14 - KNN - K Nearest Neighbors/004 KNN Coding with Python - Part Two - Choosing K_en.vtt 30.67 KB
14 - KNN - K Nearest Neighbors/005 KNN Classification Project Exercise Overview.mp4 21.12 MB
14 - KNN - K Nearest Neighbors/005 KNN Classification Project Exercise Overview__en.srt 5.23 KB
14 - KNN - K Nearest Neighbors/006 KNN Classification Project Exercise Solutions.mp4 105.03 MB
14 - KNN - K Nearest Neighbors/006 KNN Classification Project Exercise Solutions__en.srt 8.62 KB
14 - KNN - K Nearest Neighbors/006 KNN Classification Project Exercise Solutions_en.vtt 18.55 KB
14 - KNN - K Nearest Neighbors/29434428-12-K-Nearest-Neighbors.zip 1.35 MB
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Download Paid Udemy Courses For Free.url 116 B
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