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[Tutorialsplanet.NET] Udemy - 2022 Python for Machine Learning & Data Science Masterclass
大小 11.43 GB
文件数 515
Info Hash: 1F792304A9C54CA10904F35D679983939027C19C
收录时间 2026-01-03 23:54:46
更新时间 2026-01-03 23:54:46
文件列表 (515)
0. Websites you may like/[Tutorialsplanet.NET].url
128 B
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
02 - OPTIONAL_ Python Crash Course/[Tutorialsplanet.NET].url
128 B
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
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
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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
10 - Linear Regression/024 L1 Regularization - Lasso Regression - Background and Implementation_en.vtt
19.64 KB
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
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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
11 - Feature Engineering and Data Preparation/[Tutorialsplanet.NET].url
128 B
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
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12 - Cross Validation , Grid Search, and the Linear Regression Project/004 Cross Validation - cross_val_score_en.vtt
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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
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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
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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
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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
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13 - Logistic Regression/015 Logistic Regression Exercise Project Overview.mp4
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