DATA SCIENCE BOOTCAMP TOOL KIT

Beginner 5(1 Ratings) 23 Students enrolled
Created by Ashok Veda Last updated Wed, 25-Nov-2020 English
What will i learn?

Curriculum for this course
45 Lessons 07:31:40 Hours
COURSE 1: TOOLKIT RESOURCES
5 Lessons
  • Quick Start Guide to Data Science Beginners - Ashok Veda
  • Mathematics for Data Science - Ashok Veda
  • Machine Learning for Dummies -IBM Edition
  • Fundamentals of Python Programming
  • Handbook Statistics Foundation for Machine Learning
  • Linear Algebra-What is a Vector 00:09:53
  • Linear Algebra- Length of Vector 00:03:46
  • Multiply a Vector with Scalar 00:04:39
  • Matrix Introduction 00:05:16
  • Matrix Operations and Behaviors 00:09:03
  • Matrix Determinant 00:14:40
  • Cofactor, Adjoint and Inverse of Matrix 00:13:32
  • Solving Matrix with Inverse 00:11:29
  • Eigen Vector and Eigen Values 00:21:12
  • Special Matrices 00:07:09
  • Idea of Derivatives 00:05:25
  • Partial Derivatives 00:03:14
  • Some Useful Derivative Rules 00:07:34
  • Stats mod4 Part4 00:13:19
  • Statistics Hypothesis Testing Part4
  • Stats Mod4 Part1 00:23:20
  • Statistics Hypothesis Testing
  • Stats Mod4 Part2 00:08:34
  • Statistics Hypothesis Testing Part2
  • Stats Mod4 Part 3 00:09:37
  • Statistics Hypothesis Testing Part3
  • Normal Distribution 00:17:47
  • Statistics_Va
  • Stats-mod3 00:17:02
  • Central Tendency
  • EDA-Data-Variability.mp4 00:16:41
  • Harnessing-Data 00:31:39
  • Introduction-Types-of-Data 00:38:29
  • Statistics-for-Data-Science-Welcome 00:02:41
  • Python for Data Science Essentials - 1 00:19:00
  • Python for Data Science Essentials - 2 00:31:48
  • Python Essentials Code
  • Python Numpy Package 00:24:22
  • Python Numpy Code 00:00:00
  • Python Pandas - 1 00:23:29
  • Python Pandas 1 Code
  • Python Pandas - 2 00:26:16
  • Python Pandas 2 Code
  • Visualization with Python Matplotlib 00:30:44
  • Python Visualization Matplotlib Code
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Description
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About the instructor
  • 19 Reviews
  • 3870 Students
  • 38 Courses
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Ashok Veda is the Founder-CEO of Rubixe, an AI company.

Ashok has 15 years of experience in the field of analytics and data science, guiding more than 10,000 data science aspirants, delivering numerous key speeches on AI and Data Science in various prestigious forums.

Ashok is a Ph.D. scholar in the field of AI in Marketing, holds an MBA from the University of Amsterdam (UVA), and IIM Ahmedabad, Engineering degree from NIT Warangal.

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  • Fri, 30-Oct-2020
    Usha Rani
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Includes:
  • 07:31:40 Hours On demand videos
  • 45 Lessons
  • Access on mobile and tv