Section 1 : Introduction

Lecture 1 INTRODUCTION TO BRAINMEASURES PROCTOR SYSTEM
Lecture 2 About Certification
Lecture 3 About Proctor Testing

Section 2 : Installation

Lecture 1 Anaconda Installation 00:01:28 Duration
Lecture 2 Jupyter Notebooks 00:02:39 Duration

Section 3 : Why Python

Lecture 1 Features of Python
Lecture 2 Multi-paradigm 00:01:22 Duration
Lecture 3 Open Source
Lecture 4 Diversified 00:01:01 Duration
Lecture 5 Interpretation 00:01:22 Duration
Lecture 6 Easy and Simple 00:00:45 Duration
Lecture 7 Dynamic Typing 00:01:33 Duration
Lecture 8 Large Standard Library 00:01:00 Duration

Section 4 : Python Hands-on

Lecture 1 Numbers 00:04:17 Duration
Lecture 2 Variables
Lecture 3 Operators 00:04:24 Duration
Lecture 4 Dynamic Typing in Python 00:01:21 Duration
Lecture 5 Strings in Python 00:04:49 Duration
Lecture 6 String Operations 00:05:37 Duration
Lecture 7 String Methods 00:03:07 Duration
Lecture 8 Immutability 00:03:16 Duration
Lecture 9 String Formatting 00:06:22 Duration
Lecture 10 Lists 00:05:09 Duration
Lecture 11 List Methods 00:04:34 Duration
Lecture 12 Tuples 00:03:43 Duration
Lecture 13 Dictionaries 00:04:25 Duration
Lecture 14 Dictionary Methods 00:03:02 Duration
Lecture 15 Sets and Booleans 00:03:46 Duration
Lecture 16 Statements 00:05:22 Duration
Lecture 17 For Loop 00:03:10 Duration
Lecture 18 While Loop 00:03:51 Duration
Lecture 19 Functions 00:04:17 Duration
Lecture 20 Decorators 00:02:20 Duration
Lecture 21 Generators 00:03:05 Duration
Lecture 22 Objects and Classes 00:05:18 Duration
Lecture 23 Attributes 00:05:16 Duration
Lecture 24 Methods 00:10:41 Duration
Lecture 25 Inheritance 00:07:12 Duration
Lecture 26 Polymorphism 00:05:36 Duration

Section 5 : Data Analytics with NumPy

Lecture 1 Intro to NumPy 00:02:43 Duration
Lecture 2 NumPy Arrays 00:06:35 Duration
Lecture 3 NumPy Data Types 00:07:25 Duration
Lecture 4 NumPy Array Attributes 00:08:13 Duration
Lecture 5 Maths with NumPy 00:05:49 Duration

Section 6 : Data Analytics with Pandas

Lecture 1 Intro to Pandas 00:03:08 Duration
Lecture 2 Reading data in Pandas 00:06:04 Duration
Lecture 3 Pandas Data Manipulation-1 00:06:11 Duration
Lecture 4 Pandas Data Manipulation-2 00:04:48 Duration
Lecture 5 Pandas Data Manipulation-3 00:08:04 Duration

Section 7 : Data Analytics and Visualization with Matplotlib

Lecture 1 Intro to Matplotlib
Lecture 2 Plotting Arrays 00:08:08 Duration
Lecture 3 Plot Styling 00:05:42 Duration
Lecture 4 Customizing plots 00:04:29 Duration
Lecture 5 Variants of Graphs