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Udemy - Projects and Case Studies on Machine Learning with Python

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Udemy - Projects and Case Studies on Machine Learning with Python (Size: 1.5 GB)
  1. Introduction to Machine Learning Case Studies.mp4 11.3 MB
  10. Introduction to k-Means Clustering.mp4 13 MB
  11. Creating Scattered Plots.mp4 33.8 MB
  12. Euclidean Distance Calculator.mp4 56.9 MB
  13. Printing Centroid Values.mp4 22.6 MB
  14. Analysing Face Detection.mp4 9.9 MB
  15. Problem Statement.mp4 22.4 MB
  16. Creating Model of time Series.mp4 56.8 MB
  17. Training and Testing Data.mp4 81.9 MB
  18. Analysing Output.mp4 66.3 MB
  19. Time Series Bitcoin Data.mp4 69 MB
  2. Environmental SetUp.mp4 40.7 MB
  20. Classification.mp4 22.1 MB
  21. Fruit type Distribution.mp4 51.9 MB
  22. Create Training and Test Sets.mp4 16.4 MB
  23. Building Logistic Regression.mp4 35.6 MB
  24. Building Decision Tree.mp4 38.9 MB
  25. K-Nearest Neighbors.mp4 35.8 MB
  26. Linear Discriminant Analysis.mp4 35.6 MB
  27. Gaussian Naive Bayes.mp4 27 MB
  28. Plot the Decision Boundary.mp4 38.8 MB
  29. Plot the Decision Boundary Continue.mp4 37.3 MB
  3. Problem Statement for Linear Regression.mp4 29.4 MB
  30. Defining the Problem Statement.mp4 27.1 MB
  31. Data Preparation.mp4 33.3 MB
  32. Clean up.mp4 40.3 MB
  33. Payment Delays.mp4 35.3 MB
  34. Standing Credit.mp4 22.2 MB
  35. Payments in the Previous Months.mp4 34.9 MB
  36. Explore Defaulting.mp4 41.6 MB
  37. Absolute Statistics.mp4 47.5 MB
  38. Starting with Feature Engineering.mp4 28.4 MB
  39. From Variables to Train.mp4 25.1 MB
  4. Starting with Normal linear Regression.mp4 50.9 MB
  40. Visualization-Confusion Matrices and AUC Curves.mp4 48.1 MB
  41. Creating SNS Plot.mp4 9.9 MB
  5. Polynomial Regression.mp4 53.3 MB
  6. Backward Elimination.mp4 38.9 MB
  7. Robust Regression.mp4 41.8 MB
  8. Logistic Regression.mp4 41.5 MB
  9. Logistic Regression Continue.mp4 22.3 MB
  Bonus Resources.txt 409.6 B
  Get Bonus Downloads Here.url 204.8 B
  ▲ 43 total files

Description


Projects and Case Studies on Machine Learning with Python

https://DevCourseWeb.com

Published 1/2024
Created by EDUCBA Bridging the Gap
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 41 Lectures ( 4h 37m ) | Size: 1.45 GB

Programming In Python For Data Analytics And Machine Learning. Learn Statistical Analysis, Data Mining And Visualization

What you'll learn:
You will learn how to use data science and machine learning with Python.
You will be able to analyze your own data sets and gain insights through data science.
Master critical data science skills.
Replicate real-world situations and data reports.

Requirements:
No prior knowledge of machine learning required
Basic knowledge of Python

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