Machine Learning
Python. Models. Data. Deployment.
Learn machine learning with Python through live classes, hands-on exercises and projects covering data preparation, supervised learning, unsupervised learning and model evaluation.
ML
Why Learn Machine Learning?
Machine learning provides techniques for finding patterns in data and building models that can classify, predict and support automated decision-making.
Python
Programming for ML
Models
Supervised & Unsupervised Learning
Data
Prepare & Evaluate Datasets
Deploy
Turn Models into Applications
What You'll Learn
Python for ML
- • Python Review
- • NumPy
- • Pandas
- • Matplotlib
- • Data Handling
Statistics for ML
- • Descriptive Statistics
- • Probability
- • Distributions
- • Correlation
- • Sampling
Data Preparation
- • Cleaning
- • Missing Values
- • Encoding
- • Scaling
- • Feature Engineering
Regression
- • Linear Regression
- • Multiple Regression
- • Metrics
- • Overfitting
- • Regularization Basics
Classification
- • Logistic Regression
- • Decision Trees
- • Random Forest
- • KNN
- • SVM
Unsupervised Learning
- • Clustering
- • K-Means
- • Hierarchical Clustering
- • PCA
- • Segmentation
Model Evaluation
- • Train/Test Split
- • Cross Validation
- • Confusion Matrix
- • Precision
- • Recall
- • F1
ML Projects & Deployment
- • Pipelines
- • Model Saving
- • Streamlit
- • API Basics
- • Deployment
Build Industry Projects
House Price Prediction
Customer Churn Prediction
Customer Segmentation
Classification Case Study
Text Classification Project
Deployed ML Application
Tools You'll Master
Career Opportunities
- Machine Learning Intern
- Junior ML Engineer
- Data Science Intern
- Data Analyst
- AI/ML Developer
- Junior Data Scientist
Salary Insights (India)
| Experience | Average Salary |
|---|---|
| Entry Level | Varies by role & company |
| 1 – 3 Years | Depends on skills & experience |
| 3 – 5 Years | Depends on role & specialization |
| Experienced | Depends on company & responsibilities |
Why Choose NextPeer?
Live Interactive Classes
Industry Mentors
Hands-on Practice
2 Live Projects
Doubt Support
Resume Building
Mock Interviews
Placement Assistance
Career Guidance
NextPeer Certification
Student Journey
Enroll
Live Classes
Practice
Assignments
Projects
Portfolio
Placement Support
Certification
Frequently Asked Questions
Basic Python is helpful, but the program includes a Python review before machine learning topics.
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