Generative AI for data analytics

Learn how to use ChatGPT to analyze data, and to build expertise in data science, math, coding, and statistics

4.52 (319 reviews)
Udemy
platform
English
language
Online Education
category
instructor
Generative AI for data analytics
2,465
students
4.5 hours
content
Mar 2024
last update
$84.99
regular price

What you will learn

How to access ChatGPT

Using ChatGPT to help learn data science

ChatGPT to help debug your code

ChatGPT to interpret statistical results

Using ChatGPT to help communicate data science results

How ChatGPT can help you with machine learning

What AI-assisted data science means

Why take this course?

Artificial Intelligence (AI) is Increasingly Dominating Technology and Has Major Implications for Society

Artificial Intelligence (AI) has emerged as a key driving force behind technological advancements in the 21st century. From voice assistants to self-driving cars, AI is transforming industries and revolutionizing the way we live, work, and communicate. The rapid development of AI technologies has far-reaching implications for society, with the potential to reshape the global economy, job market, and ethical considerations. As AI continues to dominate the tech landscape, it is essential for individuals and organizations alike to stay informed about the latest advancements and understand the impact AI can have on various aspects of our lives.


You Need to Understand AI-Assisted Data Science

Data science is at the heart of the AI revolution, and understanding AI-assisted data science is crucial for professionals who want to excel in this domain. By harnessing the power of AI-driven tools like ChatGPT, data scientists can automate routine tasks, uncover hidden patterns in data, and generate actionable insights more efficiently. AI-assisted data science empowers professionals to make data-driven decisions, optimize business processes, and drive innovation across industries. By mastering AI-assisted data science techniques, you'll not only enhance your skill set but also future-proof your career in this fast-evolving field.


Introducing ChatGPT: a groundbreaking AI technology that's revolutionizing the way we learn and implement data science

Imagine having access to a virtual assistant that not only understands complex data science concepts, but also helps you apply them in real-world scenarios. ChatGPT (produce by OpenAI and based on deep learning) offers exactly that, enabling users to ask questions, generate code from prompts, and communicate their findings effectively. By harnessing the power of ChatGPT, you can accelerate your learning, enhance your problem-solving and data visualization skills, and become a more proficient data scientist. Get ready to embark on an exciting journey that will open up new possibilities in the world of data science, making the learning process more engaging and efficient than ever before.


Course Overview

Welcome to this comprehensive course on using ChatGPT (sometimes written Chat GPT or chatgpt) to enhance your data science abilities. Discover the power of AI-assisted learning to elevate your understanding of machine learning, business analytics, and statistics. This course is carefully designed to provide you with the knowledge and practical skills needed to stay ahead in the rapidly evolving world of data science. 


In this course, you will learn how to:

  • Utilize ChatGPT to improve your coding abilities in data science and machine learning projects

  • Maximize your learning potential with AI-assisted guidance in the fields of business analytics and statistics

  • Communicate complex data-driven findings effectively using ChatGPT's natural language processing capabilities

  • Adapt to the emerging trends in data science and navigate the age of AI with confidence

  • Use prompt engineering to get the best results from ChatGPT


Course Structure

The course is divided into four main content sections, each focusing on a different aspect of harnessing ChatGPT for data science mastery:

  1. ChatGPT for Coding - Learn how to leverage ChatGPT's AI-generated code to enhance your programming skills, streamline your workflow, and improve the efficiency of your data science projects, especially those involving big data, data mining, modeling, and feature engineering

  2. ChatGPT for Learning - Discover how AI-assisted learning can help you absorb new concepts, techniques, and tools in data science, machine learning, business analytics, and statistics

  3. ChatGPT for Communicating - Master the art of communicating complex data-driven insights to both technical and non-technical audiences using ChatGPT's natural language generation capabilities

  4. Data Science  in the Age of AI - Explore the future of data science in the context of AI advancements and understand how to stay ahead of the curve in this rapidly evolving landscape


Unique aspects of this course

  • Pioneering approach: The course presents a groundbreaking perspective on using ChatGPT for data science, offering learners a chance to stay ahead of the curve in this rapidly evolving field.

  • Comprehensive coverage: The course covers a wide range of topics, including ChatGPT for coding, learning, communicating, and understanding the broader implications of data science in the age of AI.

  • Hands-on learning: The course provides students with practical examples and exercises that showcase how ChatGPT can be effectively used in real-world data science applications.

  • Accessible to diverse audiences: Whether you're a student, a data science professional, or someone simply curious about AI, this course caters to various learning needs and backgrounds. 

  • Expert instruction: Learn from an experienced data scientist who understands the potential of ChatGPT and can effectively guide you through the nuances of AI-assisted data science.

  • Future-proofing your skills: By mastering the use of ChatGPT in data science, you'll not only elevate your current skill set, but also ensure that you're well-prepared for the ongoing AI revolution in the job market.

  • Active community: Engage with like-minded learners and professionals through course forums, fostering collaboration, networking, and the exchange of ideas related to ChatGPT and data science.


Who is your instructor?

I am Mike X Cohen, a former neuroscience professor (I left that job to teach online full-time). I'm a bestselling and highly rated instructor on Udemy. I've taught over 250,000 students the foundations of scientific programming, data analysis, and applied mathematics, and I've written several textbooks on programming and data analyses.

I’ve also been studying and using deep learning for 20 years, and I’ve thought a lot about how to use AI-assistance, and ChatGPT in particular with prompt engineering, to optimize and customize teaching people about data and coding.

I worked really hard to make this course a great learning experience for you. Check out what some of my students have said about my other courses:

** ‘Best teacher ever. I am a psychologist and I didn’t have mathematical training as an undergrad, but the books and lectures of Dr. Cohen have been life saving’

** ‘What I REALLY like about Mike's style is that not only clear and direct, but he mixes in appropriate amounts of foreshadowing … to make it easier for me to connect the dots.’

** ‘Mike X Cohen's courses are by far the best ones I've done in Udemy.’


Why Choose This Course?

By enrolling in this course, you will gain a competitive edge in the data science field by learning how to harness the power of ChatGPT. Stay ahead of the curve and boost your data science skills with AI-assisted learning. Enroll now and start your journey towards data science mastery with ChatGPT.


What Should You Do Now?

Check out the free preview videos, and the reviews of this course. Join the course to start your new life in AI-assisted data science.

Screenshots

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Reviews

Roberto
October 11, 2023
Great course! Well-structured and paced just right to keep students engaged. No over-hype on the tech, and the examples are spot-on. Highly recommend!
Özkan
August 6, 2023
Great practical source of information, I could follow the course although I have zero data science background.
Tracy
July 28, 2023
The instructor is one of the best I've experienced at Udemy if not THE best. He explained things in concise and very clear manners.
Emrah
July 24, 2023
It was a very different experience to follow this course. The mentor focused on 3 areas of interest which we can leverage chat gpt (or AI in general): coding, learning and presenting. At the end of the day, if you use chat gpt responsibly and suspiciously, it will help you but not replace you at least in the near future :)))
Erin
July 3, 2023
I find Mike's style of teaching and knowledge makes the courses interesting and easy to understand. I look forward to continuing with his other classes I have enrolled in.
Mitch
June 22, 2023
Mike is a great instructor! Very clear and easy to understand, which is great considering the subject matter can become confusing if not presented well
Satvik
June 4, 2023
This course is absolutely phenomenal! It's incredible easy to understand the instructor, and I've learned so much. A heartfelt thanks to the instructor for his exceptional guidance and teaching. Sending love and respect all the way from India.
Marvin
June 3, 2023
Very good overview of how to use chat gtp in data science. I would like to highlight Mr. Cohen's exceptional didactic skills in explaining the subject matter and his encouragement of critical thinking about the subject.
Ben
June 1, 2023
I absolutely enjoyed this course like most of Mike's courses! Mike's expertise shines through, and the quality of the educational content is simply amazing, as usual. This conceptual course provides a deep understanding of ChatGPT's applications in data science, making it a must-have resource for anyone interested in the field. I highly recommend it!
Tim
May 13, 2023
In this course you get a light hearted and serious look at ChatGPT. Mike's enthusiasm is contagious - if it's good enough for someone like Mike then it's worth paying serious attention to.
David
May 11, 2023
I'm a student of Mike's other courses, and I love everything about his teaching style. His voice is soothing & easy to understand, he uses the right amount of details (enough to make you understand in-depth but without rambling or dragging on), and his visuals and examples are solid. So although this course didn't have a single review, I didn't hesitate to sign up. My instincts were correct - this course delivers. Although I was already successfully using ChatGPT for data science, this course gave me new ways of looking at it and lots of new ideas to try out. Plus, it was really fun! Highly recommended!
Emmanuel
May 11, 2023
Good match to my expectations. The course provided insight on the use of ChatGPT is data science and other areas.
Derek
May 10, 2023
Mike X Cohen's lectures are a gift. Lessons are on the pulse of this generation of machine learning and neuroscience advances. This course is especially timely and super helpful for navigating this new wave of data science. Thanks for everything Mike!
Ayelet
May 10, 2023
As usual, this is another great course of Mike X Cohen :) Both valuable and fun, and very well explained. Here is what chatGPT3 wrote for me: Here is a possible review for the course: I really enjoyed taking chatGPT with Mike X Cohen. He is a great instructor who explains the concepts and techniques of natural language processing in a clear and engaging way. He uses a lot of examples, exercises, and humor to make the course fun and interactive. I learned many interesting strategies and facts about how to create and evaluate chatbots using GPT-3 and other tools. The course also covers some ethical and social implications of chatbot development and use. I highly recommend this course to anyone who wants to learn more about chatGPT and natural language processing in general.
Joe
May 10, 2023
Mike X is a great teacher with real-world experience. As usual, this course is underpriced for its value. Thank you!

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5300284
udemy ID
4/30/2023
course created date
5/28/2023
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