Eclasess

Course available for 3 years after purchase

📅 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

Python & Generative AI

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Day - 9  Python & Generative AI Internship Program

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Day - 10 Python & Generative AI Internship Program

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Day - 11 Python & Generative AI Internship Program

Maharashtra

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