Faheem Fayaz
Online
Skills :
About :
Faheem Fayaz teaches AI, Python programming, Machine Learning, and Data Science through structured online sessions focused on concept clarity and practical understanding. He helps…
Faheem Fayaz teaches AI, Python programming, Machine Learning, and Data Science through structured online sessions focused on concept clarity and practical understanding. He helps students learn topics such as TensorFlow, Keras, neural networks, supervised learning, clustering, data preprocessing, and prompt engineering with simple explanations and guided practice. His teaching approach encourages analytical thinking and supports students in building confidence with technical concepts step by step. Sessions are designed to make advanced topics easier to understand while keeping learning interactive and engaging. Classes are conducted in Kashmiri, Urdu, Hindi, and English to support effective communication and comfortable learning for students from different backgrounds.
Faheem Fayaz
Online
Skills :
Faheem Fayaz teaches AI, Python programming, Machine Learning, and Data Science through structured online sessions focused on concept clarity and practical understanding. He helps...
Faheem Fayaz teaches AI, Python programming, Machine Learning, and Data Science through structured online sessions focused on concept clarity and practical understanding. He helps students learn topics such as TensorFlow, Keras, neural networks, supervised learning, clustering, data preprocessing, and prompt engineering with simple explanations and guided practice. His teaching approach encourages analytical thinking and supports students in building confidence with technical concepts step by step. Sessions are designed to make advanced topics easier to understand while keeping learning interactive and engaging. Classes are conducted in Kashmiri, Urdu, Hindi, and English to support effective communication and comfortable learning for students from different backgrounds.
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Courses by Faheem Fayaz
Online
20 Hour
English, Hindi, Kashmiri, Urdu
Srinagar, Shalimar
800 INR
Week Days / Weekends
What You Will Learn
Module 1: Introduction to AI & ML
- What is Artificial Intelligence
- Types of AI
- Introduction to Machine Learning
- Real-world AI applications
Module 2: Python for AI & ML
- Python basics
- Variables, loops, functions
- NumPy and Pandas basics
- Data handling
Module 3: Data Preprocessing
- Data cleaning
- Handling missing values
- Feature selection
- Train-test split
Module 4: Machine Learning Basics
- Supervised vs Unsupervised Learning
- Regression
- Classification
- Clustering basics
Module 5: Important ML Algorithms
- Linear Regression
- Logistic Regression
- Decision Trees
- Random Forest
- KNN
Module 6: Model Evaluation
- Accuracy
- Precision & Recall
- Confusion Matrix
- Overfitting vs Underfitting
Module 7: Introduction to Deep Learning
- Neural Networks basics
- Introduction to TensorFlow/Keras
- Simple ANN models
Module 8: AI Tools & Generative AI
- ChatGPT and LLM basics
- Prompt Engineering
- OpenAI APIs overview
- AI workflow automation concepts
Module 9: Mini Project
- End-to-end ML mini project
- Model training and prediction
- Project explanation and deployment basics
Course Outcomes
- Understand AI & ML fundamentals
- Build basic ML models
- Work with datasets using Python
- Learn practical AI tools and workflows
Duration: 25 Hours