Advance program in AI and data science

Duration : 3-8 months
Fees : 20k-50k INR

1.  The Data Science Program Topics include:
   • Introduction to Data Science.
   • Mathematical and Statistical Skills.
   • Machine Learning.
   • Artificial Intelligence.
   • Coding.
   • Applied Mathematics and Informatics.
   • Machine Learning Algorithms.
   • Data Warehousing.
   •  Short course also available in ai, data analytics, data science and machine learning

   •  Main circulamCurriculum

     Beginner Modules (16 Weeks) - 4 Months

     • Tableau + Excel
     • SQL
     • Beginner Python

     Data Analysis and Visualization¹ (16 Weeks) - 4 Months

     • Python Libraries
     • Probablity and Applied Statistics
     • Product Analytics

     Foundations of Machine Learning and Deep Learning* - (12 Weeks) - 3 Months

     • Advanced Python
     • Math for Machine Learning
     • Introduction to Neural Networks
       and Machine Learning

     Specializations - (12 Weeks) - 3 Months Each
     
     Machine Learning

     • Machine Learning 1: Supervised
     • Machine Learning 2: Unsupervised and Recommender systems

     OR/ AND²
     
     Deep Learning

     • Neural Networks
     • Computer vision
     • Natural Language Processing

     Machine Learning Ops³ - (4 Weeks) - 1 Month
     

     • Streamlit
     • Flask
     • Containerisation, Docker
     • Experiment Tracking
     • MLFlow
     • CI/CD
     • GitHub Actions
     • ML System Design
     • AWS Sagemaker, AWS Data Wrangler, AWS Pipeline
     • Apache Spark
     • Spark MLlib

     Advanced Data Structures and Algorithms⁴ - (16 Weeks) - 4 Months

     • Linked Lists
     • Stacks & Queues
     • Trees
     • Tries & Heaps

      

      

      

     Short term courses

     Of data science 20k fees 

     Duration 3 month