Generative Ai For Data Analytics: Ride The Agentic Wave
Published 5/2025
Created by Dr. KM Mohsin
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Expert | Genre: eLearning | Language: English | Duration: 38 Lectures ( 3h 22m ) | Size: 2.6 GB
Thought leadership course on how Gen AI transforming Data & Analytics with hands-on examples
What you'll learn
Tools and Techniques to be used in Data Analytics
Using Gen AI to streamline Data Analytics pipeline: Obtain, Scrub, Explore, Model and Interpret
Generative AI to generate code to analyze data
How to increase their productivity in day-to-day data analytics work
Generative AI to develop deployment-ready data products
Requirements
Basic Programming Skills - Python Recommended
Foundational Knowledge in Data Analytics
Familiarity with Machine Learning
Mathematics Background will be highly helpful to grasp the analytic concepts
Description
I think by now everyone in Udemy knows how to use ChatGPT or Co-pilot. So, this course is not about "how to use ChatGPT". Rather, it is a course by a Data Scientist for other peers or AI enthusiasts out there on how to use real robust Gen AI tools to solve a real problem and how to deliver your data product faster. At the same time learn the challenges you might face in implementing Gen AI in data analytics. Also know where we are heading towards in future, what to learn to adapt ourselves in this AI driven rapid transformative journey. I will walk you through, from problem statement to data acquisition to exploration to transformation and then finally to model and interpret steps using Gen AI tools. You will learn how to iterate faster, experiment faster, develop faster and deliver quicker. You will never feel the urgency of learning "syntax". If you have the "concepts", you will be able to deliver. This course will teach you how to unload the burden of learning-unlearning of "yet another ML library". Once you know one language, you just transfer those concepts to a new language and let Gen AI generate that for you. You learn how to "delegate" your tasks to "AI Agents" and "elevate" yourselves to do much challenging and rewarding one. We will see this in action on this course. I think Gen AI here is the "accelerator", and you are still the "pilot" taking decision in every step of the process. I hope you will enjoy the journey with me, let's fly together!By the way, this course description is not generated by any machine!Thanks for reading!
Who this course is for
Data Analysts: Seeking to increase their productivity. "Go faster"
Machine Learning Engineers: Seeking to develop POC, MVP faster. "Deliver faster"
Data Scientists: Want to use Gen AI to accelerate testing ideas. "Experiment faster"
AI Enthusiasts: Wants to use AI for Data Analytics without knowing much of syntax. "I love low code, no code"
Professionals in Finance, Healthcare, Marketing, etc.: Seeking innovative solutions for data-related challenges specific to their industry, such as privacy-preserving data sharing or generating realistic synthetic data for training models.
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