FreeTutorials Us python for data science and machine learning bootcamp
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| Torrent Hash : | 960E78B5B7DD4FD154C28205703B0196229E30E0 |
| Torrent Added : | 1 Year+ in Other - Other |
| Torrent Size : | 4.15 GB |
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 -
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 -
004 Environment Set-up and Installation.mp4 -
28.17 MB
03 Jupyter Overview
005 Jupyter Notebooks.mp4 -
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 -
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 -
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 -
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 -
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 -
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 -
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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