Module 1
Machine Learning
- Introduction to Machine Learning
- Types of ML
- ML Workflow
- Problem Solving Approach
- Real-World Use Cases
- Hands-on Practice and Projects
Machine Learning & AI Development Course
Build Real-World Skills in AI & Machine Learning
Go beyond basics and master real-world AI skills with hands-on projects, from model building to deployment.
- Duration
- 3 Months
- Mode
- Offline (In-Person Classes)
- For
- Students, College Students and Beginners with Level 1 Knowledge (Recommended)
- Hands-on learning
- Hands-on Learning with Real Datasets and Projects
What you will learn
Complete syllabus · 7 modules · 42 topics
Module 2
Supervised Learning
- Linear & Logistic Regression
- Classification Algorithms
- Model Evaluation
- Train-Test Split
- Overfitting & Underfitting
- Practical Projects
Module 3
Unsupervised Learning
- Clustering (K-Means, Hierarchical)
- Dimensionality Reduction (PCA)
- Anomaly Detection
- Data Exploration
- Real-world Applications
- Hands-on Practice with Datasets
Module 4
Scikit-learn
- Working with Scikit-learn
- Data Preprocessing
- Model Building
- Model Evaluation Metrics
- Hyperparameter Tuning
- End-to-End Projects
Module 5
NLP for Machine Learning
- Introduction to NLP
- Text Preprocessing
- Bag of Words & TF-IDF
- Sentiment Analysis
- Text Classification
- Real-world NLP Applications
- Hands-on Projects
Module 6
Deep Learning Basics
- Introduction to Neural Networks
- Deep Learning with TensorFlow/Keras
- Image Classification (Introduction)
- Introduction to Real-world Use Cases
- Practical Exercises
Module 7
Model Deployment & Automation with n8n
- Model Deployment (Flask/FastAPI)
- Creating REST APIs for ML Models
- Deploy on Cloud (Introduction)
- n8n Automation
- Real-world Use Cases
- End-to-End Projects
Who can join?
- School Students
- College Students
- Beginners with Level 1 Knowledge
- Anyone Interested in Machine Learning and AI Development
Why choose this course?
- Advanced, Industry-Relevant Curriculum
- Hands-on Practice with Real Datasets
- Learn from Experienced Trainers
- Build and Deploy Real-world Projects
- Learn Modern Tools like FastAPI & n8n
- Develop a Strong Portfolio
- Certificate of Completion
- Helps in Future Higher Studies and Career Opportunities
Certificate
Certificate of Completion from Suryanchal AI LAMPS Society.
Learning approach
Hands-on Learning with Real Datasets and Projects.
Ready to join Level 2?
₹30,000 for 3 months (recommended) or ₹10,000 per month · Offline (In-Person Classes)