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Data Analytics with Python: From Fundamentals to Insights

Course Overview:
In today’s technology driven world, Data Analytics is one of the most in-demand skills owing to its ability to extract meaningful insights, predict trends, and automate decision-making using Data. Python has emerged as one of the most sought-after programming languages in the field of Data due to its simplicity, versatility and also due to the existence of a vast array of powerful libraries. Therefore, this course is designed to build a strong foundation in Python programming and its vast applications in the fields of Data Analytics with a hands-on approach. Completion of this course will not only enhance the skill-sets of the learners, but also will open doors to the exciting career prospects in the ever-changing field of Data.

Course Objectives:
● To make the participants learn the Python language and its wide applications from scratch.
●To make the participants learn the concepts of Python objects, Functions, Methods, Modules and Packages and object-oriented programming with hands-on illustrations.
● To introduce the participants with the basic theoretical aspects of Data Analytics & Statistics fundamentals.
● To equip the learners with the ability to perform essential Data Analytics tasks like Data importing, Cleaning, Manipulation and preprocessing etc. using NumPy & Pandas.
● To make the participants efficient in deriving meaningful insights from Data (Data Visualization) using Python libraries like Matplotlib & Seaborn.
● To lay a strong foundation for advanced topics such as Deep Learning, Neural Networks and Reinforcement Learning.


Batch Details:
Class Timings: 6:00 pm – 7:30 pm (Monday to Friday) Start Date: 18th Aug 2025
Duration: (45 Hours) End Date: 26th Sept 2025
Mode: Online Certification: iHUB Divyasampark IIT Roorkee
Last Date to Register: 17th Aug 2025
Course Fee: Students/PhD Scholars/RA/JRF/SRF/Postdoc fellows: Rs. 6,000/-
Faculty/Working Professional: Rs. 8,000/-
(Amounts inclusive of GST)

Link to Register: https://rzp.io/rzp/DAPP

Contact Person:
Dr. Subrat Kotoky
CTO, Ritvij Bharat Private Limited
Ph.D. in Mechanical Engineering (IIT Guwahati)
rbpl.edu@gmail.com; subrat.kotoky@ritvij.co.in
9085317465/8473874389

Expert Profile:

Mr. Shreyas Shukla
Professional Corporate Trainer & Microsoft Azure Certified Data Engineer
MTech-IIT Kharagpur & BE- The Aeronautical Society of India, New Delhi
4+ years of experience in leading online professional courses for different leading organizations

Has successfully conducted 25+ courses and trained 1500+ learners in the fields of Python Programming, Data Analytics, Machine Learning, Deep Learning, Computer Vision etc. till now.

Certifications:
1. DP-203: Microsoft Certified: Azure Data Engineer Associate
2. DP-900: Microsoft Certified: Azure Data Fundamentals
3. AZ-900: Microsoft Certified: Azure Fundamentals

Our Students Rate This Course

4.5
Program Fee

Rs 6,000/- & Rs. 8,000

Available Seats

100

Schedule

18th Aug 2025 to 26th Sept 2025

Only Few Seats Left

Reviews

Testimonials

Module 1

Fundamentals of Python Programming

  • Basics of Python Language 
  • Python objects with details of Numbers/Variables/Strings/Lists/Dictionaries/Tuples etc. 
  • Variable Assignment, Indexing & Slicing 
  • Comparison & Logical operators 
  • Range, List Comprehension 
  • Functions, Lambda expressions etc. 
  • Object Oriented Programming, -class, Attributes, Inheritance, Polymorphism

Module 2

Basic theoretical aspects & Statistics Fundamentals

  • Fundamentals of Data Science 
  • Descriptive Statistics: Types of Data, Frequency Distribution, Mean, Median, Mode
  • Skewness, Variance, Standard Deviation, Covariance, Correlation
  • Inferential Statistics: Distribution, Normal Distribution, Standard Normal Distribution, Central Limit Theorem 
  • Confidence Intervals: Z-score, T-score, Dependent and Independent Samples

Module 3

Data Analytics operations with Python libraries

  • Introduction to NumPy 
  • Random Functions, Reshape, Arithmetic operations & Data Manipulation. 
  • Introduction and working with Pandas 
  • Series, DataFrames, working with various data types, Group-By operation 
  • Selecting a single column, important series methods 
  • Indexing & Sorting; loc & iloc with series; Inspecting dataFrames, filtering with conditional operators 
  • Adding & removing columns; updating values, working with date & time

Module 4

Data Visualization Techniques

  • Working with Matplotlib Library; Working with different plots 
  • Working with text 
  • Concatenating Series & DataFrames 
  • Working with Seaborn Library 
  • Seaborn Categorical plots 
  • Hands-on Projects on Data Analytics using Real-World Datasets

NEWS & UPDATES

Career Transitions

55% Average Salary Hike

$1,27,000 Highest Salary

800+ Career Transitions

300+ Hiring Partners

Who Can Apply for the Course?

  • No coding experience required. We’ll start from scratch.
  • Sciences, Engineering, and Computer Applications and also by Research Scholars/Faculties/Working Professionals who want to upskill themselves
  • Participants need to have a laptop/PC (with a minimum of 4 GB RAM, 100 GB HDD, Intel i3processor) and proper internet/Wi-Fi connection.
Who can aaply

About Program

This program by iHub Divya Sampark, IIT Roorkee helps you gain the data analytics, machine learning, and artificial intelligence skills sought after by top employers.

Key Highlights

Industry-Relevant High-In-Demand Skills in Data Analytics.
Hands-on based learning experience through practical projects.
Globally accepted certification from iHUB Divyasampark IIT Roorkee
Full-time access to recorded lectures/PPTs/PDFs/Study Materials.
Session on Resume Preparation/Interview Preparation.

Our Alumni Work At

Master Client Desktop

What is included in this course?

  • Non-biased career guidance
  • Counselling based on your skills and preference
  • No repetitive calls, only as per convenience
  • Rigorous curriculum designed by industry experts
  • Complete this program while you work

I’m Interested in This Program