Section 1 : Course Introduction
Lecture 1 Course Overview in Animation 00:02:23 Duration
Lecture 2 Why to join this course 00:01:27 Duration
Lecture 3 INTRODUCTION TO BRAINMEASURES PROCTOR SYSTEM
Lecture 4 About Certification
Lecture 5 About Proctor Testing

Section 2 : Python Programming Tutorials
Lecture 1 Brief Python Introduction 00:02:10 Duration
Lecture 2 Set Up – Python IDLE and Google Colab 00:06:48 Duration
Lecture 3 Data Type, Variable and Keywords 00:10:23 Duration
Lecture 4 How to produce output and Print Statement in Python 00:03:34 Duration
Lecture 5 how to take input from User 00:03:41 Duration
Lecture 6 List, Tuple, Set, Dictionary 00:03:07 Duration
Lecture 7 List Operations in details 00:09:43 Duration
Lecture 8 Tuple Operations in details 00:06:06 Duration
Lecture 9 Set Operations in details 00:03:40 Duration
Lecture 10 Dictionary Operations in details 00:03:34 Duration
Lecture 11 String Operation in Python 00:08:02 Duration
Lecture 12 Types of Operators 00:08:13 Duration
Lecture 13 Data Type Conversion 00:11:11 Duration
Lecture 14 Math library 00:04:06 Duration
Lecture 15 Importance of Indentation 00:06:21 Duration
Lecture 16 Sequential, Selection, Repetition 00:11:18 Duration
Lecture 17 Collections Module 00:09:48 Duration
Lecture 18 Queue Module 00:04:27 Duration
Lecture 19 Generation of Random Number and Range Functions 00:07:15 Duration
Lecture 20 isinstance, Use of format, Timeit(), round(), Slice and abs() 00:06:50 Duration
Lecture 21 Datetime and Calendar Module 00:05:18 Duration
Lecture 22 Exception Handling in Python 00:08:23 Duration
Lecture 23 Iterator 00:05:26 Duration
Lecture 24 Generator and Decorators 00:09:16 Duration
Lecture 25 Lambda, Map, Filter and Reduce Function 00:08:37 Duration
Lecture 26 Python CSV file Operations 00:07:11 Duration
Lecture 27 Zip Function 00:02:28 Duration
Lecture 28 eval(),exec(),repr() function 00:04:50 Duration
Lecture 29 List Comprehension, Sets, Frozensets and Assertion 00:08:55 Duration
Lecture 30 Logging Module 00:02:53 Duration
Lecture 31 Regular Expression 00:04:48 Duration
Lecture 32 Ternary Operator 00:03:58 Duration
Lecture 33 Create, Edit, Write, Read Text File
Lecture 34 User Define Functions and inbuilt Function 00:06:43 Duration
Lecture 35 Global and local Variables in Functions 00:02:44 Duration
Lecture 36 Switch Case 00:02:46 Duration
Lecture 37 Python Crash Course 00:38:31 Duration

Section 3 : Numpy Library
Lecture 1 Numpy Library Tutorial 1
Lecture 2 Numpy Library Tutorial 2 00:11:32 Duration
Lecture 3 Numpy Library Tutorial 3 00:13:58 Duration
Lecture 4 Numpy Library Tutorial 4 00:07:55 Duration
Lecture 5 Numpy Library Tutorial 5 00:04:45 Duration
Lecture 6 Numpy Library Tutorial 6 00:02:53 Duration
Lecture 7 Numpy Library Tutorial 7 00:03:16 Duration
Lecture 8 Numpy Office Website 00:02:28 Duration

Section 4 : Machine Learning
Lecture 1 What is Training, Testing and Model Evolution in Machine Learning 00:06:38 Duration
Lecture 2 Supervise Machine Learning 00:03:31 Duration
Lecture 3 Unsupervised Machine Learning 00:04:16 Duration
Lecture 4 Reinforcement Machine Learning 00:02:28 Duration

Section 5 : Unmanned Ground Vehicle Working Flowchart
Lecture 1 Introduction of Artificial Intelligence AI 00:04:23 Duration
Lecture 2 Introduction of Unmanned Ground Vehicle 00:02:51 Duration
Lecture 3 Forward Path and Return Path for UGV

Section 6 : Artificial Intelligence for Unmanned Ground Vehicle
Lecture 1 AI Design Part 1 Unmanned Ground Vehicle Path Finding 00:13:49 Duration
Lecture 2 AI Design Part 2 Bellman Equation 00:08:58 Duration
Lecture 3 AI Design Part 3 Markov Decision Tree 00:13:33 Duration
Lecture 4 AI Design Part 4 Q Learning 00:09:00 Duration
Lecture 5 AI for Part 5 Code for Displaying Path 00:07:02 Duration
Lecture 6 AI for Part 6 Explanation of Code 00:03:49 Duration

Section 7 : Speech Recognition and Natural Language Processing
Lecture 1 Need of NLP and Speech Recognition for UGV 00:01:18 Duration
Lecture 2 Voice is Future of User Interface
Lecture 3 Set up Environment 00:04:10 Duration
Lecture 4 Speech to Text 00:04:35 Duration
Lecture 5 Speech to Test output 00:01:48 Duration
Lecture 6 Text to Speech 00:02:05 Duration
Lecture 7 Text to Speech Output 00:00:48 Duration
Lecture 8 Speech Recognition in Python using Google Speech API 00:04:59 Duration
Lecture 9 Restart your Computer with Speech Recognition
Lecture 10 Today’s Day using Speech Recognition 00:06:00 Duration
Lecture 11 Convert image to text and text to speech 00:06:57 Duration
Lecture 12 Difference Between Speech Recognition and Natural Language Processing 00:02:14 Duration
Lecture 13 NLP Tutorial 00:04:58 Duration