Recommendation Systems Engineer
Description
Curriculum
- 10 Sections
- 34 Lessons
- 10 Weeks
Expand all sectionsCollapse all sections
- Discover the CareerEA2C15L1 What does a Recommendation Systems Engineer do & why it matters today2
- Is This Career Right for You?EA2C15L4 Personality fit – who thrives in this profession2
- Your School & Subject ChoicesEA2C15L7 What to choose after 10th – subjects, boards, foundations6
- 3.1EA2C15L8 What to Choose After 12th — Streams, entrance focus, and coaching
- 3.2EA2C15L9 Building early foundations — math, coding, and statistics
- 3.3EA2C15L10 Extracurriculars, projects, and competitions that build your profile
- 3.4EA2C15L12 Scholarships, Olympiads & alternate academic routes
- 3.5EA2C15L11 Top Colleges & Universities — India + Global (fee, cutoff, ranking)
- 3.6EA2C15L13 Scholarships, Olympiads & alternate academic routes
- Academic Journey & College LifeEA2C15L14 Course Duration, Levels, and Structure (UG, PG, Specializations)3
- Core Technical FoundationsEA2C15L18 Introduction to Machine Learning and Data Science3
- Recommendation AlgorithmsEA2C15L22 Collaborative Filtering — User-based and Item-based methods5
- 6.1EA2C15L23 Content-based Filtering — Similarity Metrics and Feature Engineering
- 6.2EA2C15L24 Hybrid Models — Blending collaborative and content-based systems
- 6.3EA2C15L25 Context-aware & Knowledge-based Recommenders
- 6.4EA2C15L26 Deep Learning Approaches — Neural Collaborative Filtering, Autoencoders
- 6.5EA2C15L27 Evaluation Metrics — Precision, Recall, MAP, NDCG, and A/B Testing
- Real-World Tools & SkillsEA2C15L28 Frameworks & Libraries — TensorFlow, PyTorch, Scikit-learn3
- Real-World Experience & InternshipsEA2C15L32 Internships — When, where, and how to get them2
- Career Growth, Roles & IncomeEA2C15L35 First Job Roles — Data Engineer, ML Engineer, Recommender System Specialist4
- Future Trends & Personal RoadmapEA2C15L40 Emerging Trends — Generative AI and personalization at scale4
Instructor
2238 Students567 Courses
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