Data Science Retreat offers 14 weeks of intensive, full-time and industry experts led data science training.
The curriculum includes:
Introduction to Data Science, Python, Numpy, Pandas, Probability, Git and Bash, SQL, Statistics, Machine Learning Fundamentals, Object Oriented python and software architecture, Data Visualization, DS Fundamentals, Docker and Databases , Complexity Theory Fundamentals, Advanced Trees, Business Communication, Time Series, Backpropagation, Data Science Challenge/Mini Competition, Practical DS/ Streamlit, Deep Learning, NLP, LLMS, Transfer Learning and Representations, Practical reasoning, Finetuning LLMs, Retrieval Assisted Generation (RAG), Software testing (unit tests, CI, test driven development), Deep Learning for Image Processing with Tensorflow, Computer Vision using pytorch, Debugging deep learning models and Geometric Deep Learning, Julia, Career Coaching, Deep Reinforcement Learning , MLOps, Portfolio project building and presentation.