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TORRENT DETAILS
Udemy - Python Data Science With The TCLab
TORRENT SUMMARY
Status:
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Data science introduction for scientists and engineers
What you'll learn
Visualize data to understand relationships and assess data quality
Understand the differences between classification, regression, and clustering and when each can be applied
Detect overfitting and implement strategies to improve prediction
Understand engineering and business objectives to plan applications
Implement data science techniques successfully to complete a project
Requirements
Beginner Python experience is needed.
Consider the freely available course found on GitHub: APMonitor/begin_python to gain foundational experience with variables, loops, functions, lists, and other Python introductory topics.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Data Science Introduction/001 Data Science Python Course.mp4
82.3 MB
~Get Your Files Here !/01 - Data Science Introduction/001 Data Science Python Course_en.srt
11.6 KB
~Get Your Files Here !/01 - Data Science Introduction/002 Install Python and Data Science Packages.html
1.3 KB
~Get Your Files Here !/01 - Data Science Introduction/external-assets-links.txt
205 B
~Get Your Files Here !/02 - Import Data, Basic Statistics, Visualize/001 Install and Overview (Module 1).mp4
140.3 MB
~Get Your Files Here !/02 - Import Data, Basic Statistics, Visualize/001 Install and Overview (Module 1)_en.srt
22.8 KB
~Get Your Files Here !/02 - Import Data, Basic Statistics, Visualize/002 Import and Export Data (Module 2).mp4
145.7 MB
~Get Your Files Here !/02 - Import Data, Basic Statistics, Visualize/002 Import and Export Data (Module 2)_en.srt
21.7 KB
~Get Your Files Here !/02 - Import Data, Basic Statistics, Visualize/003 Summarize with Statistics (Module 3).mp4
102.8 MB
~Get Your Files Here !/02 - Import Data, Basic Statistics, Visualize/003 Summarize with Statistics (Module 3)_en.srt
13.9 KB
~Get Your Files Here !/02 - Import Data, Basic Statistics, Visualize/004 Visualize Data (Module 4).mp4
181 MB
~Get Your Files Here !/02 - Import Data, Basic Statistics, Visualize/004 Visualize Data (Module 4)_en.srt
31.6 KB
~Get Your Files Here !/03 - Regression and Classification/001 Prepare Data (Module 5).mp4
147.7 MB
~Get Your Files Here !/03 - Regression and Classification/001 Prepare Data (Module 5)_en.srt
26.8 KB
~Get Your Files Here !/03 - Regression and Classification/002 Regression (Module 6).mp4
208.2 MB
~Get Your Files Here !/03 - Regression and Classification/002 Regression (Module 6)_en.srt
36.6 KB
~Get Your Files Here !/03 - Regression and Classification/003 Features (Module 7).mp4
152.4 MB
~Get Your Files Here !/03 - Regression and Classification/003 Features (Module 7)_en.srt
27.8 KB
~Get Your Files Here !/03 - Regression and Classification/004 Classification (Module 8).mp4
128.6 MB
~Get Your Files Here !/03 - Regression and Classification/004 Classification (Module 8)_en.srt
19.5 KB
~Get Your Files Here !/04 - Interpolation and Dynamics/001 Interpolation (Module 9).mp4
126.5 MB
~Get Your Files Here !/04 - Interpolation and Dynamics/001 Interpolation (Module 9)_en.srt
23.2 KB
~Get Your Files Here !/04 - Interpolation and Dynamics/002 Solve Equations (Module 10).mp4
220.7 MB
~Get Your Files Here !/04 - Interpolation and Dynamics/002 Solve Equations (Module 10)_en.srt
38.2 KB
~Get Your Files Here !/04 - Interpolation and Dynamics/003 Differential Equations (Module 11).mp4
99.8 MB
~Get Your Files Here !/04 - Interpolation and Dynamics/003 Differential Equations (Module 11)_en.srt
17.5 KB
~Get Your Files Here !/04 - Interpolation and Dynamics/004 Time Series (Module 12).mp4
93.3 MB
~Get Your Files Here !/04 - Interpolation and Dynamics/004 Time Series (Module 12)_en.srt
