Python with Artificial Intelligence

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Created by Admin TDP Yuva
Last updated Thu, 27-Oct-2022
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Course overview

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Curriculum for this course
25 Lessons 15:02:26 Hours
AI Introduction
1 Lessons 00:17:11 Hours
  • Artificial Intelligence Basics
    00:17:11
Statistics
2 Lessons 00:45:26 Hours
  • Statistics Basics
    00:12:26
  • Descriptive Statistics
    00:33:00
Data Science With Python
5 Lessons 06:37:08 Hours
  • DataScience Lifecycle
    00:28:11
  • Introduction to Python
    02:07:44
  • Numpy
    01:27:57
  • Pandas Part 4.1
    01:10:30
  • Pandas Part 4.2
    01:22:46
Building Machine Learning Models
15 Lessons 06:03:27 Hours
  • Machine Learning Basics
    00:36:51
  • Linear Regression
    00:25:20
  • Usecase1 Linear Regression
    00:28:59
  • Usecase2 Linear Regression
    00:27:16
  • Logistic Regression
    00:14:14
  • Logistic Regression Usecase1
    00:55:43
  • Logistic Regression UseCase2
    00:23:17
  • Introduction to KNN Algorithm
    00:09:45
  • KNN Usecase 1
    00:24:20
  • KNN Usecase 2
    00:17:28
  • Introduction to DecisionTrees and RandomForests Part 1
    00:11:41
  • Understanding DecisionTrees and RandomForests Part 2
    00:25:16
  • DecisionTrees And RandomForests Part 3
    00:45:52
  • Cluster Analysis Basics Part 1
    00:10:44
  • Cluster Analysis Basics Mathematics Part 2
    00:06:41
Implementing Statistics with Python
2 Lessons 01:19:14 Hours
  • Data Visualization with Matplotlib Part 1
    00:55:29
  • Data Visualization with Matplotlib Part 2
    00:23:45
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Admin TDP Yuva

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