📅 Course Duration: 3 Months Training + 3 Months Internship (Total 6 Months)🏫 Mode: Classroom & Online📍 Location: Hyderabad 🔰 About the Training Program This 6-month intensive training + internship program is designed to provide foundational and advanced knowledge in Python and Generative AI. The program includes daily classes, weekend mini-projects, real-world capstone projects, and full career support. Ideal for freshers, working professionals, and anyone looking to transition into AI development. 📅 Schedule Overview 🗓️ Monday to Friday Daily Live Classes (Concepts, Demos, and Hands-on) 🗓️ Saturday & Sunday 2 Mini Projects per Module Weekly Test on Module Topics 🗓️ Next 3 Months (Internship Phase) ✅ 2 Real-world Major Projects ✅ Interview Preparation Sessions ✅ Mock Interviews with Expert Feedback ✅ Resume Building and LinkedIn Branding ✅ Agile Methodology + Git Repository Practice ✅ Daily Stand-up Calls + Sprint Planning 📜 Internship Certificate: Provided by Etiga IT Solutions Pvt. Ltd. after successful completion of training and project work. 📚 Course Curriculum Module 1: Introduction to Python Installation and Setup (Python, IDEs like PyCharm, VSCode, Jupyter) Variables and Data Types Input/Output Operations Comments and Documentation Control Structures (if, elif, else, loops) Loop Control (break, continue, pass) Functions, Parameters, Return Values Lambda Functions Module 2: Data Structures and Algorithms Lists, Tuples, Sets, Dictionaries List/Dict Comprehensions Collections Module: defaultdict, Counter, OrderedDict, deque Module 3: File Handling and Data Processing Reading/Writing Files (r, w, a, rb, wb) Working with CSV and JSON Module 4: Object-Oriented Programming (OOP) Classes and Objects Class and Instance Variables Inheritance (Single, Multiple) Polymorphism, Encapsulation Method Overriding Module 5: Modules and Packages Creating and Importing Modules Organizing code into Packages Module 6: Exception Handling and Debugging Try/Except, Else, Finally Custom Exceptions Debugging with print, logging, pdb Module 7: Advanced Python Concepts Decorators (Function/Class) Context Managers (enter, exit) Iterators and Generators Module 8: Working with Libraries NumPy for Numerical Operations Pandas for Data Manipulation Matplotlib and Seaborn for Data Visualization Module 9: Testing Unit Testing with unittest Test Suites and Fixtures Module 10: Generative AI Overview and Industry Applications Introduction to Gen AI AI vs ML vs DL vs NLP vs Gen AI ML Techniques: Supervised, Unsupervised, RL Industry Use Cases & Ethics NLP & Deep Learning NLP Basics and Text Classification Traditional Approaches: Bag of Words, TF-IDF Distribution Models: CBOW, Skipgram, Word2Vec, GloVe ML Models: Naive Bayes, SVM, Decision Trees Deep Learning: CNNs, RNNs, LSTMs, GRU, Transformers Generative AI Models Autoencoders, VAEs, GANs (and their types & applications) Language Models: BERT, RoBERTa, GPT Variants Transformer Architecture and Applications Prompt Engineering Prompt Crafting Techniques Priming, Decomposition Large Language Models RLHF, Fine-Tuning Techniques LLM Lifecycle and Scaling Advanced Chunking Techniques Traditional vs Advanced Chunking Semantic, Document, Agentic Chunking Vector Databases LlamaIndex Open Source: Chroma DB, Weaviate, Faiss, Qdrant Closed Source: Pinecone, ArangoDB, Cloud DBs RAG and LangChain RAG Architecture Building RAG with External Data Advanced Retrieval Augmentation ✅ Why Choose This Program? 🎯 Industry-Aligned Curriculum🛠️ Hands-On Coding, 24+ Mini Projects📁 2 Real-world Major Projects in Internship📊 Agile Methodology with Sprint Reviews🗣️ Daily Stand-up + Mock Interviews📄 Resume & LinkedIn Preparation🎓 Internship Certificate from Etiga IT Solutions Pvt. Ltd. 👩‍💻 Who Should Attend? Beginners in Programming & AI Data Science & ML Enthusiasts Working Professionals transitioning into AI