Data Science & AI Masters 2025 - From Python To Gen AI

Course Overview

• Course Title: Data Science & AI Masters 2025 - From Python To Gen AI
• Instructor: Satyajit Pattnaik
• Target Audience:
  • Aspiring data scientists
  • AI enthusiasts
  • Beginners in data science and AI
  • Professionals looking to enhance existing knowledge
• Prerequisites:
  • No programming experience needed
  • Laptop with at least 8GB memory (4GB memory also fine, can use Google Colab as a backup)
  • No prior knowledge of SQL or Machine Learning required

Curriculum Highlights

• Key Topics Covered:
  • Python Programming
  • Exploratory Data Analysis (EDA)
  • Statistics
  • SQL
  • Machine Learning
  • Time Series Analysis & Forecasting
  • Deep Learning
  • Natural Language Processing (NLP)
  • Transformers and Generative AI
  • Real-World Projects
• Key Skills Learned:
  • Build a solid foundation in Python programming
  • Learn Machine Learning & Deep Learning concepts
  • Understand transformer models for NLP tasks
  • Gain hands-on experience with RAG and Langchain
  • Utilize vector databases for AI projects
  • Complete pipeline of NLP from data preprocessing to model deployment
  • Essentials of Large Language Models (LLMs)
  • Craft effective prompts for model performance

Course Format

• Duration: 79 hours on-demand video
• Format: Self-paced online course
• Resources:
  • 10 articles
  • Access on mobile and TV
  • Certificate of completion