Data Science

Unlock the power of data with our comprehensive data science program, empowering your website with cutting-edge analytics and insights

4.9/5

Course Rating

Start Your Learning Journey Now!

2-3 Months

Program Duration

Certifications

2

Industrial Projects

4-6

Internship Partners

100+

Quiz/ Assignments

Lifetime

Program Access

Program Curriculum

Explore a career in web development, a dynamic field that combines creativity and essential skills for a promising professional journey.

Module 1: Python Basics & Setup

Python Architecture and Data Structures
Installation of Anaconda Prompt
Jupyter Notebook Overview
Shortcut Keys in Jupyter
Data Types in Python

Module 2: Python Data Structures & File Handling

Naming Rules for Variables
List, Tuple, Set, Dictionary
Introduction to Files and Directories
Terminal Paths and Command Prompt
Reading Text Files with `with` Statement

Module 3: Control Flow in Python

if, elif, else Conditions
For Loop
While Loop

Module 4: Data Analysis with NumPy & Pandas

Introduction to Machine Learning Libraries
NumPy – Hands-on Practice
Pandas – Data Manipulation and Analysis
Pandas – Hands-on Practice

Module 5: Data Visualization with Python

Exploratory Data Visualization Techniques
Matplotlib – Hands-on
Seaborn – Hands-on
Extracting Insights from Data

Module 6: Statistical Thinking in Python

Thinking Statistically
Measures of Central Tendency
Measures of Dispersion
IQR – Hands-on Exercises

Module 7: Supervised & Unsupervised Learning

Classification and Regression
Model Fine-tuning
Supervised vs Unsupervised Learning
Linear Regression – Metrics and Hands-on

Module 8: Logistic Regression (2 hours)

Understanding Logistic Regression
Metrics in Logistic Regression
Hands-on with Logistic Regression

Module 9: Data Preprocessing

Introduction to Data Preprocessing
Standardization and Normalization
Exploratory Data Analysis (EDA)
Handling Missing Values and Outliers
Feature Scaling and Selection

Module 10: Tree-Based Models

Decision Trees – Classification & Regression
Bagging Techniques
Boosting Techniques
Random Forest

Certificates

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Select the Best Plan for Your Growth

Choose the plan that suits your learning needs and start your journey with Mindenious Edtech today. Tailored options for every goal and budget.

Self Paced

Learn at your own pace

₹ 5,999

Mentor Led

Guided learning with mentor support

₹ 8,999

Professional

Be placement ready

₹ 13,999

Recorded Sessions
Hands-on Projects
Certifications
Doubt Clear Sessions
Live Sessions
Mentor Guidance
Placement Support
1:1 Mentoring

Earn credentials from IBM — give the exam, get certified, and stand out.

Master the language of the web with IBM’s globally recognized certification

What You’ll Get:

IBM digital certificate recognized globally
Increased trust and credibility with employers
Better job opportunities and professional edge
Stronger profile in web development roles
Proof of your commitment to upskilling

Price : ₹3000

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