Machine Learning & Data Science
Combine ML algorithms with data science pipelines using Python, Pandas, NumPy and Scikit-learn.
📈 Your Market Value After This Course
Salary ranges are indicative estimates and vary by location, employer, experience, and qualifications. They are not guaranteed earnings or placement outcomes.
Fresher / Entry Level
0-2 years experience
Mid Level
2-5 years experience
Senior / Expert Level
5+ years experience
🎯 Job Roles You Can Apply For
⚡ Skills You'll Master
📚 Complete Course Syllabus
Master every aspect with our comprehensive curriculum
Python for Data Science
- Python, Jupyter, and virtual environments
- NumPy, Pandas, and Matplotlib
Statistics & Probability
- Descriptive statistics and probability
- Hypothesis testing and distributions
Machine Learning Algorithms
- Linear and logistic regression
- Decision trees, ensembles, and SVMs
Data Wrangling & Visualization
- Data cleaning and feature engineering
- Exploratory data analysis and dashboards
Model Building & Deployment
- Model evaluation and tuning
- Deployment with Flask / Streamlit
Capstone Projects & Placement
- Capstone project with real dataset
- Resume, LinkedIn, mock interviews
⭐ Why Choose Viroha Academy?
Explore the learning support and course features listed below.
Expert Trainers
Learn from industry professionals with 10+ years of experience
Hands-on Projects
Work on 5+ real-time industry projects with live deployment
Industry Certification
Get globally recognized certification on completion
100% Placement Support
Tie-ups with 500+ MNCs for job placements
Resume Building
Professional resume & LinkedIn profile optimization
Mock Interviews
Regular mock interviews with detailed feedback
💻 Real-Time Projects
Build impressive portfolio with industry-relevant projects
Customer Churn Prediction
Predict which customers will leave using classification algorithms.
Movie Recommendation Engine
Build a recommendation system using collaborative filtering.
Stock Price Predictor
Time-series forecasting of stock prices using LSTM neural networks.
Image Classification App
Build a CNN that classifies images into categories with a web demo.
🚀 Career Support
Contact Viroha Academy to discuss the career guidance available for this course.
Ask our team about course-specific career preparation and available support.
Contact Viroha Academy❓ Frequently Asked Questions
Got questions? We've got answers
🚀 Ready to Start Your ML/DS Journey?
Submit your enquiry and our team will contact you.