Machine Learning
Unlock the power of Machine Learning to drive innovation and efficiency with our comprehensive ML program.
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2-3 Months
Program Duration
Certifications
2
Industrial Projects
4-6
Internship Partners
100+
Quiz/ Assignments
Lifetime
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Program Curriculum
Explore a career in web development, a dynamic field that combines creativity and essential skills for a promising professional journey.
Week 1: Introduction to ML & Python Programming Basics
Introduction to Machine Learning
- What is Machine Learning?
- Difference between Machine Learning and Artificial Intelligence
- Machine Learning workflow
- Overview of tools
Getting Started with Python for Machine Learning
- Python Installation & Setup
- Variables, Data Types, and Operators
- Control Flow
- Data Structures: List, Tuple, Set, Dictionary
Week 2: Python for Machine Learning & Data Preprocessing
Building Logic with Python for Machine Learning
- Functions and Scope
- String operations and formatting
- Exception handling
Data Preprocessing in Machine Learning
- Handling missing values
- Encoding categorical variables
- Feature scaling
- Splitting data: Train-test split
Week 3: Supervised Learning Algorithms
Supervised Learning Concepts
- What is Supervised Learning?
- Types: Classification vs Regression
Classification Algorithms
- K-Nearest Neighbors (KNN)
- Logistic Regression / Decision Tree
Regression Algorithms
- Simple Linear Regression
- Multiple Linear Regression
- Performance metrics: Accuracy, Precision, MAE, RMSE
Week 4: Unsupervised Learning & Final Practice
Unsupervised Learning Concepts
- What is Unsupervised Learning?
- Difference from Supervised Learning
- Use cases
Clustering Algorithms
- K-Means Clustering
- Visualizing clusters
- Hierarchical clustering
Certificates
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₹ 5,999
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₹ 8,999
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₹ 13,999
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- 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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