ChatGPT for Python Data Science and Machine Learning

Description

Welcome to the first Data Science and Machine Learning course with ChatGPT. Learn how to use ChatGPT to master complex Data Science and Machine Learning real-life projects in no time!

Why is this a game-changing course?

Real-world Data Science and Machine Learning projects require a solid background in advanced statistics and Data Analytics. And it would be best if you were a proficient Python Coder. Do you want to learn how to master complex Data Science projects without the need to study and master all the required basics (which takes dozens if not hundreds of hours)? Then this is the perfect course for you! 

What you can do at the end of the course:

At the end of this course, you will know and understand all strategies and techniques to master complex Data Science and Machine Learning projects with the help of ChatGPT! And you don´t have to be a Data Science or Python Coding expert! Use ChatGPT as your assistant and let ChatGPT do the hard work for you! Use ChatGPT for

1. the theoretical part

2. Python coding

3. evaluating and interpreting coding and ML results

This course teaches prompting strategies and techniques and provides dozens of ChatGPT sample prompts to

• load, initially inspect, and understand unknown datasets

• clean and process raw datasets with Pandas

• manipulate, aggregate, and visualize datasets with Pandas and matplotlib

• perform an extensive Explanatory Data Analysis (EDA) for complex datasets

• use advanced statistics, multiple regression analysis, and hypothesis testing to gain further insights

• select the most suitable Machine Learning Model for your prediction tasks (Model Selection)

• evaluate and interpret the performance of your Machine Learning models (Performance Evaluation)

• optimize your models via handling Class Imbalance, Hyperparameter Tuning & more.

• evaluate and interpret the results and findings of your predictions to solve real-world business problems

• master regression, classification, and unsupervised learning/clustering projects

We´ll cover prompting strategies and tactics for GPT 3.5 (free) and GPT 4 (paid subscription). Know the differences and master both!

The course is organized into Do-it-yourself projects with detailed project assignments and supporting materials. At the end, you will find a video sample solution. All solutions and sample prompts are available for simple download or copy/paste!

Who is this Course for?

• Data Science Beginners who have no time to learn everything from scratch

• Skilled Data Scientists seeking to outsource the most time-consuming parts of their work to save time   

Are you ready to be at the forefront of AI in Data Science? Enroll now and start transforming your professional landscape with AI and ChatGPT!

What You Will Learn!

• Use ChatGPT for real-life Data Science and Machine Learning Projects
• Let ChatGPT write do the Coding work (Python, Pandas, scikit-learn etc.)
• Use ChatGPT to select the most suitable Machine Learning Model
• Use ChatGPT to analyse and interpret the outcomes of Machine Learning & Statistical Models
• Perform an Explanatory Data Analysis with ChatGPT and Python
• Use ChatGPT for Data Manipulation, Aggregation, advanced Pandas Coding & more
• Use ChatGPT to fit and evaluate Regression and Classification Models
• Use ChatGPT for Multiple Regression Analysis and Hypothesis Testing
• Use ChatGPT for Error Handling and Troubleshooting
• Master Clustering and Unsupervised Learning with ChatGPT

Who Should Attend!

• Beginners seeking to master real-life Data Science Projects in no time without the need to learn everything from scratch.
• Data Scientists interested in boosting their work with Artificial Intelligence.
• Everybody in a Data-related Profession wanting to leverage the power of ChatGPT for their day-to-day work.
• Data Analysts seeking to outsource the most time-consuming parts of their work to ChatGPT.
• Machine Learning Wizards needing help and assistance for their models from ChatGPT.

TAKE THIS COURSE