Business Analytics

Code for the future of user interfaces & build dynamic, interactive websites to create impactful online experiences.

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Course Rating

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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 & Environment Setup

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

Module 2: Python Data Structures & File Handling

Rules for Naming Variables
List, Tuple, Set, Dictionary
Files and Directories in Python
Command Prompt or Terminal Paths
Reading Text Files Using `with`

Module 3: Loops and Conditionals in Python

If, elif and else Statements
For Loops
While Loops

Module 4: Data Analysis with NumPy & Pandas

Introduction to ML Libraries
NumPy – Hands-on Practice
Pandas for Data Manipulation and Analysis
Pandas – Hands-on Practice

Module 5: Data Visualization with Matplotlib & Seaborn

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

Module 6: Statistical Thinking in Python

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

Module 7: Supervised & Unsupervised Learning

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

Module 8: Logistic Regression

Introduction to Logistic Regression
Metrics in Logistic Regression
Hands-on with Logistic Regression

Module 8: Logistic Regression

Introduction to Logistic Regression
Metrics in Logistic Regression
Hands-on with Logistic Regression

Module 9: Data Preprocessing

Data Preprocessing Overview
Standardizing and Normalizing Data
Exploratory Data Analysis
Handling Missing Values and Outliers
Feature Scaling and Selection

Module 10: Tree-Based Models

Classification and Regression Trees
Decision Tree
Bagging
Boosting
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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