Mastering Deep Learning for Generative AI

Master Data Science and AI: Learn Python, EDA, Stats, SQL, Machine Learning, NLP, Deep Learning and Gen AI

Created by: Satyajit Pattnaik
Lead Data/AI Consultant | YouTuber

Created by: Zep Tech Solutions
Data Analytics, Data Science & AI Instructor

What Will I Learn?

• Build a solid foundation in Python programming to effectively implement AI concepts and applications.
• Learn how Machine Learning & Deep Learning works
• Learn how transformer models revolutionize NLP tasks, and how to leverage them for various applications.
• Gain hands-on experience with Retrieval-Augmented Generation (RAG) and Langchain for building advanced AI applications.
• Learn how to utilize vector databases for efficient storage and retrieval of embeddings in AI projects.
• Understand the complete pipeline of Natural Language Processing, from data preprocessing to model deployment.
• Explore the essentials of Large Language Models (LLMs) and their applications in generative tasks.
• Develop skills in crafting effective prompts to optimize model performance and achieve desired outputs.

Requirements

• No programming experience is needed.
• A laptop with atleast 8gb memory is recommended (4gb memory is also fine, can use Google Colab as a backup)
• No prior knowledge on SQL, or Machine Learning is needed

Target audience

• Complete beginners willing to jump into the field of Data Science, AI & Gen AI
• Experienced Professionals willing to switch to Data Science, AI & Gen AI