Data Science Short Term Program By SkillSet Arena
Total Duration: 2 Months
- 1 Month Intensive Training (Live + Self-paced).
- 1 Month Capstone Project (AI-Powered).
Mode: 100% Online.
Level: Beginner to Intermediate.
Program Structure:
Month 1: Intensive Training – Python, ML, DL & AI
Python for Data Science
- Basics of Python Programming.
- Data Structures: List, Tuple, Dictionary, Set.
- Operators and Object-Oriented Programming (OOPs).
- NumPy for Numerical Computing.
- Pandas for Data Manipulation
Machine Learning
- Linear & Multi Linear Regression.
- Decision Tree & Random Forest.
- K-Nearest Neighbours (KNN).
Deep Learning
- Artificial Neural Networks (ANN).
- Convolutional Neural Networks (CNN).
- Recurrent Neural Networks (RNN).
- Loss Functions & Backpropagation.
Artificial Intelligence
- Introduction to LLMs (Large Language Models).
- OpenAI (ChatGPT), Google Gemini Tools.
- Generative AI & Prompt Engineering.
Tools Covered: Jupyter Notebook, Google Colab, Scikit-learn, TensorFlow, OpenAI API, Gemini.
Month 2: Capstone Project – Build a Smart AI-Driven Solution
Project Goals:
- Design and implement a full Data Science pipeline.
- Use ML & DL models to solve a real-world problem.
- Integrate Generative AI using OpenAI or Gemini.
- Build a user-facing application or automation demo.
Project Deliverables:
- Working Model (Hosted or Demoed).
- GitHub Repository (Clean Codebase).
- Final Report & Video Walkthrough.
- Certification Review.
Program Highlights:
- Live Expert-Led Sessions.
- Hands-On Practice & Code Labs.
- Access to Recorded Content.
- 1:1 Mentorship & Career Support.
- Certification from SkillSet Arena.
- Build Real-World Project for Your Portfolio.
By the end of the course, you will know how to work with data, create reports, build prediction models, and solve real-world problems using data science techniques.