AI Analyst Program

Lists for AI Data Management

Tuples for Model Configuration

Sets for Feature Engineering

Dictionaries for AI Mapping

Functions for Machine Learning Algorithms

Data Structures in Neural Networks

Functional Programming for AI

Introduction to Supervised Learning

Regression: Linear Regression

Classification: Logistic Regression

Clustering

CNN, NLP

RNN and its types

Tokenization, Word embeddings

Word embeddings

Spacy libraries

Foundational Language Models

LLAMA4 Scout and LLAMA4 Maverick

LLAMA4 Chat

LLAMA4 code

Para Efficient Fine-tuning (PEFT)

LORA

Fine-tuning of Embedding Models

RAGs: Chunking, Embedding, Search, Ranking, Generation, Evaluation

RAG frameworks

LLAMA4 Chat

LLANGCHAIN basics

Agentic workflows and function calling (AUTOGEN)

Containerised deployment

Kubernetes

LLM deployment

Crafting an impressive resume and excelling in interviews are essential steps toward landing your dream job. This sessions helps you to learn key strategies to prepare for interviews, present your skills confidently, and leave a lasting positive impression on potential employers.

Under the much needed awareness of learning in today's world, we delve into the art of effective learning. Discover the science behind efficient study techniques, information retention, and continuous skill acquisition. Gain the edge in your career by mastering the skill of learning itself.

Confidence is the cornerstone of success. Our confidence-building session explores practical strategies to boost self-assurance, enhance your communication skills, and project a strong, professional image in any situation.

Emotional intelligence is a key driver of effective leadership and teamwork. Explore the depths of self-awareness, empathy, and interpersonal skills in this session, enabling you to navigate professional relationships with finesse.

Time is a precious resource, and mastering its management is vital. Our time management session equips you with strategies to prioritize tasks, set achievable goals, and maintain a healthy work-life balance.

Innovation is at the heart of success. Develop problem-solving prowess and foster creativity through design thinking methodologies. Learn how to tackle challenges with a systematic and innovative approach.