9-Month Data Science with Generative AI
Master Python, Data Analysis, FastAPI, and Generative AI with Real-World Projects! Comprehensive 9-month program covering everything from Python fundamentals to cutting-edge AI technologies.
Overview
Master Python, Data Analysis, FastAPI, and Generative AI with Real-World Projects! Comprehensive 9-month program covering everything from Python fundamentals to cutting-edge AI technologies.
Key Highlights of 9-Month Data Science with Generative AI
Python for Data Science :- Foundational Python programming including basics, functions, native data structures, and introduction to Object-Oriented Programming
Python Libraries and Data Handling :- Deep dive into file handling, JSON processing, NumPy arrays, and data visualization libraries
Data Analysis with Pandas :- Comprehensive study of Pandas Series and DataFrames, data manipulation, date handling, and managing missing or incorrect data
Data Visualization :- Advanced data visualization techniques using Pandas, Matplotlib, and Seaborn
FastAPI Development :- Introduction to FastAPI framework, building and deploying APIs for data science applications
Generative AI :- Comprehensive exploration of Generative AI, transformers, Large Language Models, OpenAI and Hugging Face model integration, and model fine-tuning
- Data Analysis Case Study :- Real-world data analysis project spanning 15 days
- LLM Application :- Build and deploy a complete application using Large Language Models
- Data Visualization Dashboard :- Create interactive dashboards using Pandas and visualization libraries
- Generative AI Project :- Develop an application integrating generative AI capabilities
Projects :
📖 Course Curriculum (9 Months)
Python for Data Science (2 Months)
- ✔ Python Basics
- ✔ Functions
- ✔ Native Data Structures
- ✔ Introduction to OOP
Deep Dive into Python Libraries (1 Month)
- ✔ File Handling
- ✔ Working with JSON
- ✔ Understanding Arrays using NumPy
- ✔ Data Visualization Libraries
Data Analysis using Pandas (1 Month)
- ✔ Pandas Series and DataFrames
- ✔ Filtering & Data Manipulation
- ✔ Working with Dates in Pandas
- ✔ Handling Missing & Incorrect Data
Data Visualization (1 Month)
- ✔ Data Visualization using Pandas
- ✔ Data Visualization using Matplotlib
- ✔ Data Visualization using Seaborn
Basics of FastAPI Framework (1 Month)
- ✔ Introduction to FastAPI
- ✔ Building APIs for Data Science
- ✔ Deploying APIs with FastAPI
Generative AI (2 Months)
- ✔ Introduction to Generative AI
- ✔ Understanding Transformers & LLMs
- ✔ OpenAI API & Hugging Face Models
- ✔ Fine-Tuning Generative AI Models
🚀 Real-World Projects
📌 Project 1 (15 Days)
Data Analysis Real-World Case Study
📌 Project 2 (15 Days)
Build and Deploy an LLM Application
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All the Tools and Technologies to be taught in this Program
What You'll Get
Free Career Counseling
One-on-one personalized session with our industry career experts to guide your learning journey
Personalized Learning Path
Customized curriculum tailored specifically to your career goals and skill level
Industry Projects
Build real-world applications and projects that showcase your skills to potential employers
Job Placement Support
Comprehensive support including resume building, interview preparation, and direct job referrals
Start Your Journey Today
All the Major Industry level projects you'll be working on
Static LinkedIn Page
Create a basic LinkedIn page prototype using HTML and CSS. The goal is to apply fundamental frontend concepts to design profile page that incorporates key elements commonly found on a LinkedIn
Quora Clone
Develop an interactive Quora clone using the React framework. We need to create a single-page application that replicates key features of the Quora platform, such as posting questions, answering
E-commerce Website
Create a fully functional and visually appealing E-commerce website that provides a seamless shopping experience and incorporating both frontend and backend development concepts.
Asana Clone
Develop a system similar to or Asana for task tracking and team collaboration. Include features like project boards, task assignments, deadlines, and notifications.
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