AI, ML and Data Science-Internship

About Course

AI, ML and Data Science-Internship

Be a part of our top-rated AI ML Data Science Internship Program and learn a diverse set of skills in a highly collaborative environment. With a comprehensive curriculum and hands-on experience, you will acquire all the knowledge you need to steer your career as a data scientist.

Mode: Remote (Virtual)

Duration: Three Months

⚙️Industry based Projects
📌20+ Real Scenarios
📈5+ Business Projects
📝Doubt solving Live sessions
🔮Career Guidance
📱Dedicated LMS module

Month 1: Project Assignment & Case Study

Month 2: ML Model Developments

Month 3: Web Integrations & deployment

Other Features:

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What Will You Learn?

  • Python Programming
  • Data Analytics & SQL Basics
  • AI and Machine Learning Models
  • Deep Learning and Transformers
  • LLMs and OpenAI-ChatGPT
  • Natural Language Processing(NLP)
  • Computer Vision
  • AWS-Sagemaker and Azure

Course Content

Week 1: Learning Python, AI ,ML Basics

  • Python : Learning Roadmap
    03:15
  • Installing Python
    11:49
  • Installing Anaconda Distribution
    11:36
  • Jupyter Notebook Interface
    25:05
  • Getting Started with Python Coding
    08:24
  • Python Variables
    12:13
  • Python Data Types
    19:43
  • Numpy Library & Arithmetic Operators in Python
    10:06
  • User Input & Print Formatting
    05:21
  • Assignment Operators in Python
    07:45
  • Relationship Operators in Python
    08:05
  • If Else in Python
    12:51
  • Lists Methods in Python
    14:33
  • Data Analysis with List
    03:29
  • Data Analysis with Numpy Library
    06:45
  • Play with Strings in Python
    12:50
  • For Loop in Python
    13:46
  • Functions in Python
    11:25
  • Sets in Python
    07:24
  • Tuples in Python
    07:16
  • Dictionary in Python
    12:19
  • Connecting SQL db using Python
    04:07
  • MongoDB with Python
    08:06
  • Linear Regression in ML
    05:12
  • Statistics : Mean, Mode and Median with Histogram
    03:43
  • Random Forest Algorithm
    03:19
  • ML Model Optimization: Underfitting & Overfitting
    05:25
  • ML Model Validation
    05:02
  • Case Study: Price Prediction
    02:56

Week 2: NLP, Computer Vision, LLMs and Chat GPT

Course Completion Certificate
Not mandatory for those who don't want course competition Certificate

Week 3: Internship Project Setup

Week 4: Data Collection

Week 5: Data Preprocessing and Dataset Preparation

Week 6: EDA & Data Analysis

Week 7: ML Model Building

Week 8: Model Evaluation

Week 9: Model Deployment

Week 10: Python Application & API

Week 11: App Testing and Evaluation

Week 12: Project Submissions and Review

Get Internship Experience Letter
Not Mandatory for who don't want experience letter.

Week 13: Mock Interview & Career Guidance by AI & Data Experts

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