Binayak Das

Years of Experience in Python Training classes

20

Years of Experience in Generative AI Classes

9

Teaching Experience in detail in Generative AI Classes

9+ years in Data Science and Machine Learning and 20+ in Industry. I specialize in Generative AI training with 3+ years of hands-on experience in implementing and teaching cutting-edge AI solutions. My expertise covers:Core Generative AI Technologies:Large Language Models (LLMs)Prompt Engineering Fine-tuning Retrieval Augmented Generation (RAG) systems. Multimodal AI: Text-to-image, image-to-text, and video generation. GCP Vertex AI Specialization: Vertex AI Studio and Model Garden implementation. Custom model training and deployment on Vertex AI. AutoML and pre-trained model integration. Vector databases and embedding solutions. Production ML pipeline development

Years of Experience in Data Science Classes

9

Teaching Experience in detail in Data Science Classes

I bring 9 years of hands-on experience in data analysis and machine learning applications within enterprise IT environments. My teaching approach focuses on practical, industry-relevant skills that students can immediately apply. I tailor my teaching to each student's background and career goals, whether they're complete beginners or professionals looking to upskill. Core Programming & Tools: Python programming for data science (Pandas, NumPy, Scikit-learn) Jupyter Notebooks and Google Colab mastery SQL for data extraction and database management Git version control for data science projects Docker containerization for ML model deployment Machine Learning & AI: Machine learning fundamentals and implementation Deep learning with TensorFlow and PyTorch Natural Language Processing (NLP) and text analytics Computer Vision and image recognition Reinforcement Learning basics MLOps and model deployment strategies AutoML tools and techniques Data Analysis & Statistics: Statistical analysis and hypothesis testing Exploratory Data Analysis (EDA) techniques A/B testing and experimental design Time series analysis and forecasting Feature engineering and selection Data preprocessing and cleaning methodologies Visualization & Communication: Data visualization and storytelling with data Matplotlib, Seaborn, and Plotly mastery Tableau and Power BI dashboard creation Business intelligence and reporting Industry Applications: End-to-end ML project lifecycle Kaggle competition strategies and techniques Real-world case studies and industry projects Portfolio development for job interviews Resume optimization for data science roles

Years of Experience in Class 8 Tuition

9

Teaching Experience in detail in Class 8 Tuition

I specialize in Class 8 Mathematics instruction with 9 years of experience helping students build strong mathematical foundations and achieve academic excellence. Teaching Methodology: Conceptual Learning: Focus on understanding 'why' behind mathematical concepts Visual Learning: Use of diagrams, models, and real-life examples Step-by-step Problem Solving: Breaking complex problems into manageable steps Interactive Sessions: Encouraging questions and mathematical discussions Regular Assessment: Weekly tests, homework review, and progress tracking

Years of Experience in Google Cloud Platform

20