Python with Machine Learning

Learn how to use NumPy, Pandas, Seaborn, Matplotlib, Machine Learning, and more!

Advanced 0(0 Ratings) 0 Students enrolled English
Created by Admin TDP Yuva
Last updated Wed, 26-Oct-2022
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Course overview

What will i learn?

  • Introduction to Python for Data Science
  • Pandas, Seaborn and Matplotlibs
  • Data Cleaning Preprocessing
  • EDA Case Study
  • Linear Regression, Logistic Regression, Decision Tress, Ensemble
  • Kmeans & Hierarchical
Requirements
  • Some programming experience
  • Admin permissions to download files
Curriculum for this course
32 Lessons 23:59:54 Hours
Overview
1 Lessons 00:04:25 Hours
  • Course Overview
    00:04:25
Introduction to Python for Data Science & Numpy
3 Lessons 01:41:59 Hours
  • Introduction to Python for Data Science
    00:47:24
  • Numpy Part1
    00:31:05
  • Numpy Part2
    00:23:30
Pandas
3 Lessons 02:00:57 Hours
  • Pandas Part 1
    00:37:17
  • Pandas Part 2
    00:44:05
  • Pandas Part 3
    00:39:35
Seaborn and Matplotlib
4 Lessons 02:04:08 Hours
  • Seaborn
    00:38:25
  • Matplotlib Part1
    00:41:13
  • Matplotlib Part2
    00:31:49
  • Matplotlib Part3
    00:12:41
Business Statistics
3 Lessons 01:19:37 Hours
  • Business Statistics Part 1
    00:28:21
  • Business Statistics Part 2
    00:32:29
  • Business Statistics Part 3
    00:18:47
Data Cleaning Preprocessing
3 Lessons 01:38:57 Hours
  • Data Cleaning Preprocessing - Part1
    00:32:01
  • Data Cleaning Preprocessing - Part 2
    00:32:28
  • Data Cleaning Preprocessing - Part 3
    00:34:28
EDA Case Study
5 Lessons 03:07:00 Hours
  • Part1
    00:29:02
  • Part2
    00:33:11
  • Part3
    00:43:41
  • Part 4
    00:38:08
  • Part 5
    00:42:58
Linear Regression, Logistic Regression, Decision Tress, Ensemble
6 Lessons 06:26:40 Hours
  • Linear Regression
    00:40:58
  • Logistic Regression
    01:59:37
  • Decision Trees Part 1
    00:24:34
  • Decision Trees Part 2
    01:31:53
  • Ensemble Part1
    00:40:11
  • Ensemble Part2
    01:09:27
Kmeans & Hierarchical
2 Lessons 03:00:16 Hours
  • Kmeans
    01:47:12
  • Hierarchical
    01:13:04
Case Study
2 Lessons 02:35:55 Hours
  • Part1
    01:24:17
  • Part 2
    01:11:38
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Admin TDP Yuva

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