IIM Kashipur PG Certificate Program in Data Science & AI
| Total Duration | Certification Validity | Course type |
|---|---|---|
| 6 Months | No Expire date | Online |
The PG Certificate Program in Data Science & AI at IMT Hyderabad is designed to provide participants with a robust foundation in data science and artificial intelligence. This program aims to develop practical skills and theoretical knowledge crucial for analyzing large datasets, implementing machine learning algorithms, and understanding AI concepts. It is ideal for those looking to make informed business decisions, develop predictive models, and gain insights across various industries.
Introduction to Data Science
Basics of data analysis, data visualization, and statistical concepts.
Excel Skills for Decision Making
Advanced Excel features, including charts, dashboards, and Power BI.
Project I: Building data-driven decision models.
Statistics for Data Science - I
Probability, Bayes's Theorem, and distribution types.
Sampling and estimation techniques.
SQL for Data Science
SQL basics, data retrieval, filtering, sorting, and advanced SQL queries.
Python Programming
Introduction to Python, functions, conditionals, and essential libraries.
Statistics for Data Science - II
Hypothesis testing, parametric and non-parametric tests, regression analysis.
Project II: Applied statistical modeling.
Deep Learning
Neural networks, CNN, RNN, and Generative AI applications.
Text Mining
Techniques in text mining, word association, topic mining, and applications.
Data Visualization
Mastering Tableau for data visualization.
Project III: Creating interactive dashboards.
- Comprehensive Curriculum: Covering a wide array of topics in data science and AI, ensuring a deep understanding of the field.
- Weekend Online Sessions: Flexible learning with live online classes on Sundays.
- Learn from Industry Experts: Gain insights from experienced IMT Hyderabad faculty and industry professionals.
- Industry Connections: Access to practitioner sessions and networking opportunities.
- Hands-on Projects: Practical learning through real-world applications and case studies.
- Academic Requirement: Graduates or diploma holders (10+2+3) from any recognized university in any discipline.
- Additional Requirement: No prior programming knowledge is required, making it accessible to a wide range of learners.
- Practical Skills Development: Hands-on experience with tools like Python, Excel, SQL, Tableau, and Generative AI.
- Career Advancement: Prepare for roles in data analysis, AI development, and more.
- IMT Hyderabad Executive Education Alumni Status: Become part of a prestigious alumni network with ongoing benefits.
Updated on: 27/09/2024
