Python Programming | Batch 380 | M0100376
Course Instructors:
Innomatics Research Labs, DS Mentor
FREE
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Course Overview
Schedule of Classes
Start Date & End Date
May 14 2025 - May 30 2025
Total Classes
13 Classes
Course Curriculum
1 Subject
Python Programming | Batch 380 | M0100376
89 Exercises • 138 Learning Materials
Course Tool Kit (Discord and Mentoring Link)
Discord Application and Steps to Join Innomatics Server
Discord Walkthrough Link
External Link
LMS Integrated Zoom Recording Access for the Video
External Link
LMS Onboarding
External Link
LMS Demonstration PDF
PDF
About Innomatics
Video
00:01:21
Innomatics Wall of Inspiration
Video
00:02:14
LMS Login, Joining Class Link and Accessing Video Recording
External Link
Discord Walkthrough - Signup and Join Innomatics Discord Community
External Link
Where can I find my Certificates
External Link
How to attend my quiz in the LMS
External Link
How to write Python programming as a part of assignments completion in LMS
External Link
Python Programming
Ananconda Installation For Python and Jupyter Notebook
10th March - Introduction to Python Programming
Video
01:39:51
10th March - Introduction to Python Programming
ZIP
11th March - Operators in Python
Video
01:55:09
11th March - Operators in Python
ZIP
12th March - Strings
Video
01:40:35
12th March - Strings
ZIP
13th March - List
Video
01:33:02
13th March - List
ZIP
17th March - Tuple and Set
Video
01:54:37
17th March - Tuple and Set
ZIP
6th Feb - Tuple and Dictionary
ZIP
Dictionary Video
Video
01:52:17
19th March - Data Structures Hands on
Video
01:15:59
20th March - Conditional Statements
Video
01:52:27
20th March - Conditional Statements
ZIP
21st March - For loop
Video
01:48:48
21st March - For Loop
ZIP
24th March - While Loop
Video
01:57:19
While Loop
ZIP
25th March - Functions
Video
01:59:09
25th March - Functions
ZIP
26th March - Functions hands on
Video
01:06:58
27th March - List and Dictionary Comprehensions
Video
01:48:44
27th March - List and Dictionary Comprehensions
ZIP
28th March - Scope of the variables and Problem Solving
Video
01:11:58
28th March - Class Notes
ZIP
01st April - File Handling
Video
01:22:42
01st April - File Handling Class Notes
ZIP
02nd April - Exception Handling
Video
01:46:56
02nd April - Exception Handling class notes
ZIP
03rd April - OOPS Part - 1
Video
01:39:32
03rd April - OOPS Part - 1 Class Notes
ZIP
04th April - OOPS Part -1 Live Task
Video
01:39:02
04th April - OOPS Part - 1 Live Task Notes
ZIP
07th April - OOPS Part 2 - Inheritance
Video
02:07:54
07th April - OOPS Part 2 - Inheritance & Abstraction class notes
ZIP
08th April - Hands on Single and Multi-Level Inheritance
Video
01:30:17
08th April - Hands on Single and Multilevel Inheritance Task notes
ZIP
09th April - Encapsulation & Polymorphism
Video
01:29:06
09th April - Encapsulation & Polymorphism Class Notes
ZIP
10th April - Polymorphism and Encapsulation Live Class
Video
00:55:17
11th April - Hands on python using functions, conditional statements and loops Live Class
Video
01:55:27
Assignments
Python - Variables and Datatypes
Assignment
Python - Strings
Assignment
Python - List and Tuples
Assignment
Python - Sets
Assignment
Python - Dictionary
Assignment
Python - Conditional Statements and Loops
Assignment
Python - Functions
Assignment
Python - Class and Object
Assignment
Data Analysis - Numpy
Assignment
Data Analysis - Pandas
Assignment
Data Analysis - Visualization
Assignment
Daily Tasks
Task 1 - Identifiers and Operators
Assignment
Task 2 - Strings
Assignment
Task 3 - List
Assignment
Task 4 - Set & Tuples
Assignment
Task 5 - Dictionary
Assignment
Task 6 - Conditional Statements
Assignment
Task 7 - Loops
Assignment
Task 8 - Functions
Assignment
Task 9 - Higher Order Functions & List Comprehensions
Assignment
Task 10 - File Handling
Assignment
Task 11 - Exception Handling
Assignment
Task 12 - OOPS - 1
Assignment
Task 13 - OOPS - 2
Assignment
Task 14 - OOPS - 3
Assignment
Task 15 - Numpy - 1
Assignment
Task 16 - Numpy - 2
Assignment
Task 17 - Numpy - 3
Assignment
Task 18 - Numpy - 4
Assignment
Task 19 - Pandas - 1
Assignment
Task 20 - Pandas - 2
Assignment
Pandas - Take Home Quiz -1
Assignment
Pandas - Take Home Quiz -2
Assignment
Pandas - Take Home Quiz - 3
Assignment
Pandas - Take Home Quiz - 4
Assignment
Statistics - Hypothesis Testing
Assignment
Numpy
14th April - Numpy Basics Live Class
Video
01:41:09
14th April - Numpy Basics Class Notes
ZIP
15th April - Numpy - Random numbers, Slicing, Update, Insert and Delete
Video
01:51:26
15th April - Numpy - Random numbers, Slicing, Insert, Update and Delete Class Notes
ZIP
16th April - Numpy Interations, Arithmetic operations, Statistical functions Part - 1
Video
01:13:38
16th April - Numpy Interations, Arithmetic operations, Statistical functions Part - 2
Video
00:34:02
16th April - Numpy Interations, Arithmetic operations, Statistical functions Class Notes
ZIP
17th April - Numpy Array Broadcasting, Array Manipulation, Where, Concatenation
Video
01:38:54
17th April - Numpy Array Broadcasting, Array Manipulation, Where, Concatenation Class Notes
ZIP
Revision Session
12th April - Python Problem Solving Session
Video
02:45:14
12th April - Python Problem Solving class notes
ZIP
19th April - Problem Solving using Loops Live Class
Video
01:55:32
19th April - Problem Solving using Loops Class Notes
ZIP
Pandas
21st April - Introduction to Pandas
Video
02:02:37
21st April - Introduction to Pandas Class Notes
ZIP
22nd April - Pandas - DataFrame, Adding New Column, Accessing Data & Loading Different Source files
Video
02:02:34
22nd April - Pandas DF, Adding New Col, Accessing Data & Loading Different Source Class Notes
ZIP
23rd April - Statistical functions Live Class
Video
02:02:37
23rd April - Statistical functions Class Notes
ZIP
24th April - Data Exploration
Video
02:07:11
24th April - Data Exploration Class Notes
ZIP
25th April - Working with Null Values and Outliers
Video
01:48:38
25th April - Working with Null Values and Outliers Class Notes
ZIP
Datasets
ZIP
28th April - GroupBy using aggregated function and Data Cleaning
Video
02:03:12
29th April - GroupBy using aggregated function and Data Cleaning Part - 2
Video
01:59:30
29th April - GroupBy using aggregated function and Data Cleaning Part 1 and 2 - Class Notes
ZIP
02nd May - Data Handling and Merging
Video
01:33:44
02nd May - Data Handling and Merging Class Notes
ZIP
EDA Classes
04th April - Seaborn Part -2 class notes
ZIP
15th April - Data Cleaning
Video
02:52:03
15th April - Data Cleaning
ZIP
4th April - Univariate and Bivariate Analysis
Video
02:04:55
16th April - EDA - 1
Video
01:54:41
17th April - Multivariate Analysis
Video
01:24:07
Data Analysis with Python Materials
Numpy
ZIP
Pandas
ZIP
Data Visualization
ZIP
Matplotlib and Seaborn
05th May - Introduction to Data Visualization
Video
02:00:13
05th May - Introduction to Data Visualization Class Notes
ZIP
06th May - Matplotlib Class - 1
Video
01:32:29
7th May - Matplotlib class - 2
Video
01:24:39
7th May - Matplotlib class - 2 class notes
ZIP
8th May - Seaborn class - 1
Video
01:34:28
9th May - Seaborn class - 2
Video
01:53:54
9th May - Seaborn class - 2 class notes
ZIP
Statistics
12th May - Statistics Introduction
Video
01:33:48
13th May - Covariance, Correlation and Probability
Video
01:48:31
13th May - Covariance, Correlation and Probability class notes
ZIP
14th May - Introduction Probability
Video
01:43:11
14th May - Probability Distribution
ZIP
15th May - Probability Distribution
Video
01:37:17
15th May - Q - Q plots for various distributions
ZIP
16th May - Data Transformation
Video
01:55:50
16th May - Data Transformation
ZIP
19th May - Introduction to Inferential Statistics
Video
01:35:25
19th May - Introduction to Inferential stats
ZIP
21st May - Sampling Techniques
Video
01:35:25
21st May - Sampling Techniques in Statistics
ZIP
22nd May - Point Estimator and Central Limit Theorem
Video
01:36:58
22nd May - Point Estimator and Central Limit Theorem
ZIP
23rd May - Introduction to Hypothesis, Z and T Procedure
Video
01:49:49
23rd May - Confidence Interval Problems
ZIP
26th May - Hypothesis and Types of Errors
Video
01:51:10
26th May - Hypothesis and Types of Errors class notes
ZIP
27th May - Anova Test and Types of Anova
Video
01:45:38
27th May - Anova Test and Types of Anova
ZIP
28th May - Chi Square Test
Video
00:57:32
29th May -
Video
00:25:59
Regular Expressions, Web Scraping and API
12th June - Introduction to Regular Expression
Video
01:50:24
12th June - Regex Part-1
ZIP
13th June - Regular Expression Part - 2
Video
01:55:30
13th June - Regex-2
ZIP
16th June - Regular Expression Practical
Video
01:52:57
16th June - Regex-3
ZIP
17th June - Introduction to Web Scraping
Video
01:58:45
17th June - Introduction to Web Scraping
ZIP
18th June - Web Scraping - 1
Video
01:37:10
18th June - Web Scraping - 1
ZIP
19th June - Web Scraping - 3
Video
01:42:50
19th June - Web Scraping - 3
ZIP
20th June - Web Scraping Challenges and Project Allocation
Video
02:04:42
20th June: Web Scraping-4
ZIP
Data Collection and EDA Project
Data Collection and EDA Project
Assignment
Assignments - Variables and Datatypes
1)Introduction to Variables in Python
Assignment
2)Add Two Numbers Using Variables
Assignment
3) Concatenate First and Last Name
Assignment
4) Print your name
Assignment
5)Type Casting String
Assignment
Assignments - String
1)Count Length of a String
Assignment
2)Convert to Uppercase
Assignment
3)Convert to Lowercase
Assignment
4)Check if Input is a Digit
Assignment
5)Replace Word in Sentence
Assignment
6)Search for Word in Sentence
Assignment
7)Trim Whitespace
Assignment
8)Check Starting Substring
Assignment
9)Check Ending Substring
Assignment
10)Count Occurrence of Character
Assignment
Assignments - Collection Datatype
1)Sum of List Elements
Assignment
2)Maximum Element in List
Assignment
3) Minimum Element in List
Assignment
4)Sort List in Ascending Order
Assignment
5) Convert List to Tuple
Assignment
1)Accessing Tuple Elements
Assignment
2) Tuple Length
Assignment
3) Tuple Concatenation
Assignment
4) Tuple Slicing
Assignment
5) Checking Membership in a Tuple
Assignment
1) Creating a Set and Printing It
Assignment
2) Set Length
Assignment
3) Checking Membership in a Set
Assignment
1) Creating and Printing a Dictionary
Assignment
2) Accessing a Value by Key
Assignment
3) Adding a Key-Value Pair
Assignment
4) Removing a Key from a Dictionary
Assignment
5) Dictionary Value Comparison
Assignment
Assignments - Conditional
Check if the Current Minute is Odd or Even
Assignment
Check Today's Activity Based on the Day
Assignment
Find Numbers Divisible by 7 but Not Multiples of 5 in a Given Range
Assignment
Compute the Factorial of a Given Number
Assignment
Generate a Dictionary of Squares
Assignment
Basic Calculator Using User-Defined Functions
Assignment
Count Letters and Digits in a String
Assignment
Check for Specific Case-Sensitive "Yes"
Assignment
Leap year
Assignment
Number Sign Checker
Assignment
Assignments - LOOPS
Sum of N Natural Numbers
Assignment
Product of Natural Numbers
Assignment
Count Digits in a Number
Assignment
Find the Sum of Digits in a Number
Assignment
Find the Longest Word in a Sentence
Assignment
Reverse a Number Using a While Loop
Assignment
Print a Diamond Pattern of Stars
Assignment
Print a Number Pyramid Pattern
Assignment
Count Vowels in a String
Assignment
Course Instructor
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Innomatics Research Labs
516 Courses • 27339 Students
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DS Mentor
238 Courses • 6589 Students
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