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