FreeTutorials Us python for data science and machine learning bootcamp


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Torrent File Content (149 files)


[FreeTutorials.Us] python-for-data-science-and-machine-learning-bootcamp
    01 Course Introduction
          001 Introduction to the Course.mp4 -
43.01 MB

          002 Course Help and Welcome.mp4 -
22.13 MB

          003 Course FAQs.html -
5.61 KB

          attached_files/003 Course FAQs/Python-Data-Science-and-Machine-Learning-Bootcamp.zip -
132.9 MB

    02 Environment Set-Up
          004 Environment Set-up and Installation.mp4 -
28.17 MB

    03 Jupyter Overview
          005 Jupyter Notebooks.mp4 -
37.76 MB

          006 Optional Virtual Environments.mp4 -
21.78 MB

          attached_files/005 Jupyter Notebooks/Python-Data-Science-and-Machine-Learning-Bootcamp.zip -
132.9 MB

    04 Python Crash Course
          007 Welcome to the Python Crash Course Section.mp4 -
10.7 MB

          008 Introduction to Python Crash Course.mp4 -
3.03 MB

          009 Python Crash Course - Part 1.mp4 -
40.15 MB

          010 Python Crash Course - Part 2.mp4 -
32.21 MB

          011 Python Crash Course - Part 3.mp4 -
35.76 MB

          012 Python Crash Course - Part 4.mp4 -
32.55 MB

          013 Python Crash Course Exercises - Overview.mp4 -
12.23 MB

          014 Python Crash Course Exercises - Solutions.mp4 -
34.41 MB

    05 Python for Data Analysis - NumPy
          015 Welcome to the NumPy Section.mp4 -
6.99 MB

          016 Introduction to Numpy.mp4 -
4.72 MB

          017 Numpy Arrays.mp4 -
38.13 MB

          018 Quick Note on Array Indexing.html -
1.32 KB

          019 Numpy Array Indexing.mp4 -
42.25 MB

          020 Numpy Operations.mp4 -
30.1 MB

          021 Numpy Exercises Overview.mp4 -
12.21 MB

          022 Numpy Exercises Solutions.mp4 -
46.23 MB

    06 Python for Data Analysis - Pandas
          023 Welcome to the Pandas Section.mp4 -
9.13 MB

          024 Introduction to Pandas.mp4 -
3.53 MB

          025 Series.mp4 -
22.69 MB

          026 DataFrames - Part 1.mp4 -
45.61 MB

          027 DataFrames - Part 2.mp4 -
49.87 MB

          028 DataFrames - Part 3.mp4 -
24.3 MB

          029 Missing Data.mp4 -
13.68 MB

          030 Groupby.mp4 -
16.69 MB

          031 Merging Joining and Concatenating.mp4 -
30.38 MB

          032 Operations.mp4 -
27.35 MB

          033 Data Input and Output.mp4 -
44.49 MB

    07 Python for Data Analysis - Pandas Exercises
          034 SF Salaries Exercise Overview.mp4 -
8.3 MB

          035 Note on SF Salary Exercise.html -
855 bytes

          036 SF Salaries Solutions.mp4 -
51.78 MB

          037 Ecommerce Purchases Exercise Overview.mp4 -
8.79 MB

          038 Ecommerce Purchases Exercise Solutions.mp4 -
52.02 MB

    08 Python for Data Visualization - Matplotlib
          039 Welcome to the Data Visualization Section.mp4 -
14.24 MB

          040 Introduction to Matplotlib.mp4 -
16.33 MB

          041 Matplotlib Part 1.mp4 -
41.62 MB

          042 Matplotlib Part 2.mp4 -
35.46 MB

          043 Matplotlib Part 3.mp4 -
31.9 MB

          044 Matplotlib Exercises Overview.mp4 -
7.71 MB

          045 Matplotlib Exercises - Solutions.mp4 -
32.8 MB

    09 Python for Data Visualization - Seaborn
          046 Introduction to Seaborn.mp4 -
11.58 MB

          047 Distribution Plots.mp4 -
61.74 MB

          048 Categorical Plots.mp4 -
44.38 MB



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