Data Science with generative AI Course
- Offered bySkill India
- Public/Government Institute
Data Science with generative AI Course at Skill India Overview
Duration | 6 months |
Total fee | ₹20,000 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Data Science with generative AI Course at Skill India Highlights
- Earn a certificate of the completion
Data Science with generative AI Course at Skill India Course details
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Gain in-demand data science skills and practical experience. Acquire a deep understanding of data science fundamentals, including data preprocessing, statistical analysis, and machine learning techniques.
Data Science with generative AI Course at Skill India Curriculum
Python Basics
Data Type & Functions
OOPS
File & Exceptional Handling
Database & Web API
Python Libraries
Statistics
Intro to ML
Feature Engineering
Exploratory Data Analysis
Regression
Decision Trees & SVM
Naive Bayes & Ensemble Techniques
Boosting, KNN & Dimensit Reduction
Anomaly Detection & Time Series
Neural Network
Tensorflow
Pytorch & CNN
Image Classifications
RCNN, YOLO, Detection 2 & TFOD 2
Image Segmentation & Mask RCNN
Object Detection
GAN
NLP Introduction
Text Processing for NLP
NLP Libraries & Networks
Attention based Model & Transfer Learning
Introduction to Generative AI
Generative AI for Text Generation
Generative AI for Machine Translation
Generative AI for Creative Content Generation
Advanced topics in Generative AI with NLP
LLMs: Use cases and Potentials
Hugging Face Hub
Prompt Engineering
RAG
Project: On prompt Image and Caption Generator
Project: Customized Chatbot
Project: Genie: An Alexa like Assistant
Custom ChatGPT
Data Science with generative AI Course at Skill India Entry Requirements
12th Pass, ITI, Diploma
- Not mentioned
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