Data Science - Python with Artificial Intelligence

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Created by TechBricks Edu Last updated Thu, 06-May-2021 English
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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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Includes:
  • 15:02:26 Hours On demand videos
  • 25 Lessons
  • Access on mobile and tv
  • Full lifetime access
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