Filename Size 01 - Introduction/001 Introduction.mp4 41.8 MB 01 - Introduction/001 Introduction_en.vtt 2.2 KB 01 - Introduction/002 How to tackle this course.mp4 48.9 MB 01 - Introduction/002 How to tackle this course_en.vtt 6.2 KB 01 - Introduction/003 Installations and sign ups.mp4 42.8 MB 01 - Introduction/003 Installations and sign ups_en.vtt 4.8 KB 01 - Introduction/004 Jupyter Notebooks.mp4 8.7 MB 01 - Introduction/004 Jupyter Notebooks_en.vtt 4.9 KB 01 - Introduction/005 Course Material.html 130 B 01 - Introduction/30889860-course-code-material.zip 26.2 MB 02 - Basic python + Pandas + Plotting/001 Intro.mp4 2.9 MB 02 - Basic python + Pandas + Plotting/001 Intro_en.vtt 865 B 02 - Basic python + Pandas + Plotting/002 Basic Data Structures.mp4 21.9 MB 02 - Basic python + Pandas + Plotting/002 Basic Data Structures_en.vtt 6.4 KB 02 - Basic python + Pandas + Plotting/003 Dictionaries.mp4 18.8 MB 02 - Basic python + Pandas + Plotting/003 Dictionaries_en.vtt 3.8 KB 02 - Basic python + Pandas + Plotting/004 Python functions (methods).mp4 27.6 MB 02 - Basic python + Pandas + Plotting/004 Python functions (methods)_en.vtt 5.6 KB 02 - Basic python + Pandas + Plotting/005 Numpy functions.mp4 62.4 MB 02 - Basic python + Pandas + Plotting/005 Numpy functions_en.vtt 10.6 KB 02 - Basic python + Pandas + Plotting/006 Conditional statements.mp4 12.6 MB 02 - Basic python + Pandas + Plotting/006 Conditional statements_en.vtt 3.9 KB 02 - Basic python + Pandas + Plotting/007 For loops.mp4 12.4 MB 02 - Basic python + Pandas + Plotting/007 For loops_en.vtt 4.2 KB 02 - Basic python + Pandas + Plotting/008 Dictionaries again.mp4 6.2 MB 02 - Basic python + Pandas + Plotting/008 Dictionaries again_en.vtt 3.1 KB 02 - Basic python + Pandas + Plotting/009 -------------------------------- Pandas --------------------------------.html 61 B 02 - Basic python + Pandas + Plotting/010 Intro.mp4 5 MB 02 - Basic python + Pandas + Plotting/010 Intro_en.vtt 2.4 KB 02 - Basic python + Pandas + Plotting/011 Pandas simple functions.mp4 38.3 MB 02 - Basic python + Pandas + Plotting/011 Pandas simple functions_en.vtt 11.4 KB 02 - Basic python + Pandas + Plotting/012 Pandas Subsetting.mp4 22 MB 02 - Basic python + Pandas + Plotting/012 Pandas Subsetting_en.vtt 6.3 KB 02 - Basic python + Pandas + Plotting/013 Pandas loc and iloc.mp4 41.8 MB 02 - Basic python + Pandas + Plotting/013 Pandas loc and iloc_en.vtt 7.6 KB 02 - Basic python + Pandas + Plotting/014 Pandas loc and iloc 2.mp4 13.8 MB 02 - Basic python + Pandas + Plotting/014 Pandas loc and iloc 2_en.vtt 5.2 KB 02 - Basic python + Pandas + Plotting/015 Pandas map and apply.mp4 31.4 MB 02 - Basic python + Pandas + Plotting/015 Pandas map and apply_en.vtt 8.2 KB 02 - Basic python + Pandas + Plotting/016 Pandas groupby.mp4 18.3 MB 02 - Basic python + Pandas + Plotting/016 Pandas groupby_en.vtt 7 KB 02 - Basic python + Pandas + Plotting/017 ----- Plotting --------.html 47 B 02 - Basic python + Pandas + Plotting/018 Plotting resources (notebooks).html 92 B 02 - Basic python + Pandas + Plotting/019 Line plot.mp4 8.6 MB 02 - Basic python + Pandas + Plotting/019 Line plot_en.vtt 3.2 KB 02 - Basic python + Pandas + Plotting/020 Plot multiple lines.mp4 45.4 MB 02 - Basic python + Pandas + Plotting/020 Plot multiple lines_en.vtt 3.9 KB 02 - Basic python + Pandas + Plotting/021 Histograms.mp4 21.6 MB 02 - Basic python + Pandas + Plotting/021 Histograms_en.vtt 7.9 KB 02 - Basic python + Pandas + Plotting/022 Scatter Plots.mp4 18.6 MB 02 - Basic python + Pandas + Plotting/022 Scatter Plots_en.vtt 6.4 KB 02 - Basic python + Pandas + Plotting/023 Subplots.mp4 15.3 MB 02 - Basic python + Pandas + Plotting/023 Subplots_en.vtt 6 KB 02 - Basic python + Pandas + Plotting/024 Seaborn + pair plots.mp4 49.7 MB 02 - Basic python + Pandas + Plotting/024 Seaborn + pair plots_en.vtt 7.9 KB 02 - Basic python + Pandas + Plotting/31237618-03-0-plotting.zip 2.8 MB 02 - Basic python + Pandas + Plotting/31283222-multi-plot.py 440 B 02 - Basic python + Pandas + Plotting/34142844-04-pairplots.ipynb 200.5 KB 03 - Machine Learning Numpy + Scikit Learn/001 Your reviews are important to me!.mp4 2 MB 03 - Machine Learning Numpy + Scikit Learn/002 ----------- Numpy -------------.html 129 B 03 - Machine Learning Numpy + Scikit Learn/003 Gradient Descent.mp4 43.4 MB 03 - Machine Learning Numpy + Scikit Learn/003 Gradient Descent_en.vtt 16.6 KB 03 - Machine Learning Numpy + Scikit Learn/004 Kmeans part 1.mp4 78.4 MB 03 - Machine Learning Numpy + Scikit Learn/004 Kmeans part 1_en.vtt 11.8 KB 03 - Machine Learning Numpy + Scikit Learn/005 Kmeans part 2.mp4 63.2 MB 03 - Machine Learning Numpy + Scikit Learn/005 Kmeans part 2_en.vtt 19.7 KB 03 - Machine Learning Numpy + Scikit Learn/006 Broadcasting.mp4 27.1 MB 03 - Machine Learning Numpy + Scikit Learn/006 Broadcasting_en.vtt 9.6 KB 03 - Machine Learning Numpy + Scikit Learn/007 ---------------- Scikit Learn -------------------------------------.html 72 B 03 - Machine Learning Numpy + Scikit Learn/008 Intro.mp4 35.4 MB 03 - Machine Learning Numpy + Scikit Learn/008 Intro_en.vtt 4.9 KB 03 - Machine Learning Numpy + Scikit Learn/009 Linear Regresson Part 1.mp4 90.5 MB 03 - Machine Learning Numpy + Scikit Learn/009 Linear Regresson Part 1_en.vtt 12.2 KB 03 - Machine Learning Numpy + Scikit Learn/010 Linear Regression Part 2.mp4 71.6 MB 03 - Machine Learning Numpy + Scikit Learn/010 Linear Regression Part 2_en.vtt 11.2 KB 03 - Machine Learning Numpy + Scikit Learn/011 Classification and Regression Trees.mp4 20 MB 03 - Machine Learning Numpy + Scikit Learn/011 Classification and Regression Trees_en.vtt 6.4 KB 03 - Machine Learning Numpy + Scikit Learn/012 CART part 2.mp4 166.5 MB 03 - Machine Learning Numpy + Scikit Learn/012 CART part 2_en.vtt 20.5 KB 03 - Machine Learning Numpy + Scikit Learn/013 Random Forest theory.mp4 4.8 MB 03 - Machine Learning Numpy + Scikit Learn/013 Random Forest theory_en.vtt 2.5 KB 03 - Machine Learning Numpy + Scikit Learn/014 Random Forest Code.mp4 36.7 MB 03 - Machine Learning Numpy + Scikit Learn/014 Random Forest Code_en.vtt 6.7 KB 03 - Machine Learning Numpy + Scikit Learn/015 Gradient Boosted Machines.mp4 67.6 MB 03 - Machine Learning Numpy + Scikit Learn/015 Gradient Boosted Machines_en.vtt 9.7 KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/001 Kaggle part 1.mp4 6.7 MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/001 Kaggle part 1_en.vtt 2.6 KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/002 Kaggle part 2.mp4 11.1 MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/002 Kaggle part 2_en.vtt 3.3 KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/003 Theory part 1.mp4 13.5 MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/003 Theory part 1_en.vtt 6.7 KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/004 Theory part 2 + code.mp4 27.3 MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/004 Theory part 2 + code_en.vtt 6.3 KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/005 Titanic dataset.mp4 116.3 MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/005 Titanic dataset_en.vtt 15.2 KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/006 Sklearn classification prelude.mp4 14.3 MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/006 Sklearn classification prelude_en.vtt 5.3 KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/007 Sklearn classification.mp4 90 MB
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