Irtiza
Srinagar/Online
Skills
About
Irtiza holds a B.Sc. and an MCA, bringing a solid educational background to his tutoring sessions. With three years of teaching experience, he has developed a clear and effective t...
Irtiza holds a B.Sc. and an MCA, bringing a solid educational background to his tutoring sessions. With three years of teaching experience, he has developed a clear and effective teaching style that caters to the individual needs of his students. He is proficient in both English and Hindi, which allows him to connect with a diverse range of learners and ensure that complex concepts are easily understood.She is an AI/ML Engineer with 3 years of industry experience and a strong academic background in Physics, Mathematics, and a Master’s in Computer Applications (MCA). I also have over 2 years of experience as an international AI/ML instructor, teaching both online and offline. I specialize in simplifying complex concepts and helping students build real-world projects in AI, Machine Learning, Python, and STEM subjects.Irtiza is dedicated to fostering a supportive learning environment. He focuses on helping students build their confidence and improve their skills, whether they are preparing for exams or seeking to enhance their knowledge in specific subjects. His approachable nature and commitment to student success make him an excellent choice for anyone looking to achieve their educational goals.
Irtiza
Srinagar/Online
Skills :
Irtiza holds a B.Sc. and an MCA, bringing a solid educational background to his tutoring sessions. With three years of teaching experience, he has developed a clear and effective t...
Irtiza holds a B.Sc. and an MCA, bringing a solid educational background to his tutoring sessions. With three years of teaching experience, he has developed a clear and effective teaching style that caters to the individual needs of his students. He is proficient in both English and Hindi, which allows him to connect with a diverse range of learners and ensure that complex concepts are easily understood.She is an AI/ML Engineer with 3 years of industry experience and a strong academic background in Physics, Mathematics, and a Master’s in Computer Applications (MCA). I also have over 2 years of experience as an international AI/ML instructor, teaching both online and offline. I specialize in simplifying complex concepts and helping students build real-world projects in AI, Machine Learning, Python, and STEM subjects.Irtiza is dedicated to fostering a supportive learning environment. He focuses on helping students build their confidence and improve their skills, whether they are preparing for exams or seeking to enhance their knowledge in specific subjects. His approachable nature and commitment to student success make him an excellent choice for anyone looking to achieve their educational goals.
FindMyGuru is a tutor discovery platform that helps students find and connect with experienced tutors and institutes across a wide range of subjects and skills. Students can explore tutor profiles, compare expertise, and contact tutors directly for online or in-person learning.FindMyGuru facilitates discovery and connections between students and tutors or institutes. All classes and learning arrangements are handled directly between students and the respective tutors or institutes
Courses by: Irtiza
AI, NLP & Computer Vision - Irtiza
1. Introduction to AI & Machine Learning
What is AI, ML, DL
Types of machine learning
End-to-end ML lifecycle
Tools & environment setup (Jupyter, VS Code, Anaconda)
2. Python for Machine Learning & Data Analysis
Python basics & OOP
NumPy, Pandas, Matplotlib, Seaborn
EDA (Exploratory Data Analysis)
Feature engineering & preprocessing
Working with datasets
3. Machine Learning Algorithms
Linear & Logistic Regression
Decision Trees, Random Forests, XGBoost
SVM, KNN, Naive Bayes
Hyperparameter tuning
Model evaluation metrics
4. Deep Learning Foundations
Neural networks (ANN)
Activation functions
Backpropagation
Optimization techniques
TensorFlow / Keras basics
5. Natural Language Processing (NLP)
Text preprocessing & cleaning
Tokenization, Stemming, Lemmatization
Bag of Words, TF-IDF
Word Embeddings (Word2Vec, GloVe)
RNN, LSTM, GRU models
Sentiment analysis project
6. Computer Vision
Image processing basics (OpenCV)
CNN architecture
Image classification & object detection
Transfer Learning
YOLO / SSD basics
Real-time image processing project
7. Model Deployment
Flask basics for deployment
Streamlit app development
Building REST APIs
Hosting ML models on cloud (Render, AWS, Railway)
Full end-to-end deployment project
