Generative AI for data analytics
What you'll 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
- Internet access
- Some experience with Python code is helpful (but not necessary)
- Some familiarity with data science is helpful
- Interest in learning how ChatGPT can help you be a data scientist
- Curiosity about AI-assisted machine learning
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.
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
The course is divided into four main content sections, each focusing on a different aspect of harnessing ChatGPT for data science mastery:
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
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
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
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.
Who this course is for:
- Students who want to use ChatGPT to learn more, faster
- Data science professionals who want to up their game
- Business leaders who want to know about AI-assisted data approaches
- Clients who want to know how ChatGPT will benefit them
- AI enthusiasts who want to learn about the potential impact of AI on data
- Data science enthusiasts who want to learn how to code with ChatGPT
I am a full-time educator and writer, and former professor of neuroscience. I "retired" from that position so I could focus my time and energy creating high-quality educational material just for you.
I have 20 years of experience teaching programming, data analysis, signal processing, statistics, linear algebra, and experiment design. I've taught undergraduate students, PhD candidates, postdoctoral researchers, and full professors. I have taught in "traditional" university courses, special week-long intensive courses, and Nobel prize-winning research labs. I have >100 hours of online lectures on neuroscience data analysis that you can find on my website and youtube channel. And I've written several technical books about these topics with a few more on the way.
I'm not trying to show off -- I'm trying to convince you that you've come to the right place to maximize your learning from an instructor who has spent two decades refining and perfecting his teaching style.
Over 200,000 students have watched over 15,000,000 minutes of my courses. Come find out why!
I have several free courses that you can enroll in. Try them out! You got nothing to lose ;)
By popular request, here are suggested course progressions for various educational goals:
MATLAB programming: MATLAB onramp; Master MATLAB; Image Processing
Python programming: Master Python programming by solving scientific projects; Master Math by Coding in Python
Applied linear algebra: Complete Linear Algebra; Dimension Reduction
Signal processing: Understand the Fourier Transform; Generate and visualize data; Signal Processing; Neural signal processing