This training is specifically designed for the students who hold a strong Tech background, and are pursuing or have completed their UG in
Starting with the Foundational Tech Suite, our goal is to get the student well equipped with the contemporary industry standard AI TECH Suite.
Get acquainted to the foundational topics of GEN AI such as Transformer Architecture, Types of Transformers, Legacy Transformers and their applications and Prompting Techniques, etc.
Get acquainted to the application heavy topics such as Open-Source & Proprietary LLMS, Basics of Lang Chain, Fine-Tuning , Vector DBs, Retrieval Augmented Generation, etc.
Get acquainted to the Neural Network Architecture, Hyperparameters and their impact, Long-Short-Term Memory, Transfer Learning, etc.
Get acquainted to Text Representations Methodologies, Text Classification Use cases, Named Entity Recognition, Text Similarity and Clustering, etc.
Get acquainted to myriad Character Recognition Algorithms, Image Preprocessing / Manipulation, Use cases involving OCR, etc.
Get acquainted to important concepts of ML, myriad Supervised and Unsupervised Algorithms to solve complex business use-cases, Model Evaluation and Enhancement, Anomaly Detection, etc.
Get acquainted with Advanced topics in python such as GUI Automation, Web Scraping, PDF Manipulation, Efficient methods to write Production ready code, Python for ML, etc.
Get acquainted with topics such as Basic SQL Functions, Window Functions, Joins, Temporary Tables, Constraints, Intertwined Queries, etc.
Get acquainted with topics such as Probability Theory, Inferential Stats, Descriptive Stats, Sampling Techniques, Experimental Designs, etc.
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