(2021)Data Analytics A-Z with Python

Learn Python for Data Science

What you’ll learn

  • Data Analytics
  • Python Programming
  • Data Manipulation with Pandas
  • Data Visualization with MatPlotlib
  • NumPy
  • Python for Data Science


  • No pre-requisites are required


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Data Analytics is the trending technology in the present days. If you are someone who is passionate about Data Science, Machine Learning and Data Analytics, then this course is for you.

It covers the following:

  • Data Analytics
  • Numpy Mathematical Operations
  • Pandas Data Manipulation
  • Data Visualization with Matplotlib
  • Python programming


  • No Pre-Requisites are required

Target Audience:

  • Any one who is passionate about Data Analytics


  • Code workbooks for Data Analytics part is provided

Who this course is for:

  • Beginners who are curious about Data Science, Machine Learning and Data Analytics

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Course content

7 sections • 54 lectures • 3h 45m total lengthExpand all sections

Introduction2 lectures • 2min

  • IntroductionPreview01:10
  • About the Instructor00:27

Installation2 lectures • 4min

  • Anaconda Installation01:28
  • Jupyter Notebooks02:39

Why Python?8 lectures • 9min

  • Features of Python01:25
  • Multi-paradigm01:22
  • Open Source00:47
  • Diversified01:01
  • Interpretation01:22
  • Easy and Simple00:45
  • Dynamic Typing01:32
  • Large Standard Library01:00

Python Hands-on26 lectures • 1hr 56min

  • Numbers04:17
  • Variables02:25
  • Operators04:24
  • Dynamic Typing in Python01:20
  • Strings in Python04:49
  • String Operations05:37
  • String Methods03:07
  • Immutability03:15
  • String Formatting06:22
  • Lists05:09
  • List Methods04:34
  • Tuples03:42
  • Dictionaries04:24
  • Dictionary Methods03:01
  • Sets and Booleans03:46
  • Statements05:21
  • For Loop03:10
  • While Loop03:50
  • Functions04:17
  • Decorators02:20
  • Generators03:04
  • Objects and Classes05:18
  • Attributes05:16
  • Methods10:41
  • Inheritance07:12
  • Polymorphism05:36

Data Analytics with NumPy5 lectures • 31min

  • Intro to NumPy02:42
  • NumPy Arrays06:35
  • NumPy Data Types07:24
  • NumPy Array Attributes08:13
  • Maths with NumPy05:49

Data Analytics with Pandas5 lectures • 28min

  • Intro to Pandas03:07
  • Reading data in Pandas06:04
  • Pandas Data Manipulation-106:11
  • Pandas Data Manipulation-204:47
  • Pandas Data Manipulation-308:03

Data Analytics and Visualization with Matplotlib6 lectures • 35min

  • Intro to Matplotlib02:12
  • Plotting Arrays08:07
  • Plot Styling05:42
  • Customizing plots04:28
  • Variants of Graphs13:46
  • Youtube (Bonus)00:42

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Yaswanth Sai Palaghat Founder of Techie Empire

  • 3.8 Instructor Rating
  • 1,937 Reviews
  • 79,238 Students
  • 8 Courses

Hey techies, I am Yaswanth Sai Palaghat. I am the founder of the Techie Empire. I had a lot of stuff to tell about myself but I will try to brief it. I am a content creator and a software developer working in Hyderabad and a freelancer. I consider myself a techie where I love exploring and working with the latest technologies all the time. I am a Youtuber and have a youtube channel named “YASWANTH SAI PALAGHAT” where I regularly upload videos on tech, career development, content creation, Interview Preparation, and many more. I am a blogger too, I love writing content about tech and life hacks. I am an active person in social media with strong network.

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