Industry Insights
- Machine learning is a top skill demand across industries like finance, healthcare, tech, and manufacturing
- Critical for building predictive models and automating decision-making
- Best practices in managing data, avoiding bias, and ensuring model interpretability
- Skills aligned with practical challenges faced by ML teams
Learning Outcomes
- Understand key machine learning concepts and workflows
- Prepare and preprocess data for machine learning tasks
- Build, train, and evaluate machine learning models
- Apply supervised and unsupervised learning techniques
- Complete a capstone project applying all learned skills
- Develop a foundation for further study or job readiness in machine learning
Who Should Join?
- Aspiring Data Scientists, Machine Learning Engineers, AI Enthusiasts
- Professionals looking to upskill in machine learning
- Career changers exploring data and AI roles
- Students and graduates eager to build machine learning foundations
Types of Projects You’ll Work On
- Predicting customer churn for subscription businesses
- Classifying emails as spam or not spam
- Clustering customers for targeted marketing
- Predicting housing prices using regression models
- Image classification or sentiment analysis (optional advanced projects)
Program Delivery Options
- Online: Interactive live sessions + recorded lectures + hands-on labs
- Onsite: In-person workshops at our training center
- Hybrid: Mix of online and in-person, with flexible options for busy professionals
Certification Details
- Official Certificate of Completion
- Recognition from industry experts and hiring partners
- A portfolio-ready final project to showcase to employers
video course 
