Machine Learning

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
Jupyter Notebook Overview
Shortcuts in Jupyter Notebook
Data Types in Python

Module 2: Python Data Structures & File Handling

Rules for Naming Variables
List, Tuple, Set, Dictionary
Introduction to Files and Directories
Text File Reading and Writing
Using `with` to Open Files

Module 3: Loops and Conditionals

If, elif, and 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, Calculation, Analysis
Pandas – Hands-on Practice

Module 5: Data Visualization with Matplotlib & Seaborn

Exploring and Visualizing Data
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 Statistics – Hands-on

Module 7: Supervised & Unsupervised Learning

Classification and Regression
Model Fine-Tuning
Linear Regression
Metrics in Linear Regression – Hands-on

Module 8: Logistic Regression

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

Module 9: Data Preprocessing

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

Module 10: Tree-Based Models

Decision Tree – Classification and Regression
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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