Data Analytics using AI
Master Data Analytics with AI: From Fundamentals to Generative AI Applications
- Certificate from E&ICT Academy, IIT Kanpur upon course completion.
- 120 hours of comprehensive training: 60 hours live sessions + 60 hours hands-on assignments.
- Hands-on experience with tools like Python, SQL, Scikit-learn, Hugging Face, Flask, and FastAPI.
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Beginner Level
Online Live
1 Month
Course Duration
What you'll learn
- Understand core concepts of data analytics and artificial intelligence.
- Perform data cleaning, preprocessing, and exploratory data analysis using Python.
- Build and interpret machine learning models for regression, classification, and clustering tasks.
- Implement deep learning and natural language processing techniques using BERT and Hugging Face models.
- Deploy AI models using Flask and FastAPI for real-world applications.
- Leverage generative AI for automated insights and reporting.
Skills you'll gain
Data Preprocessing and Exploratory Data AnalysisMachine Learning Model DevelopmentDeep Learning and NLP TechniquesGenerative AI ApplicationsAI Model Deployment using Flask and FastAPIBusiness Intelligence and Automated Reporting
Tools
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Learn from Industry Experts
Gain insights from seasoned professionals with real-world experience in data analytics and AI.
Hands-On, Project-Based Learning
Apply concepts through practical exercises and projects to build real-world applications.