Python and AI technologies from scratch in 4 months. 12 projects using ChatGPT

Programming is now much easier than before. ChatGPT and other AI tools have revolutionized things. They allow you to write and rewrite entire pieces of code, ready-made SQL queries and applications and help you learn at an unprecedented speed.

Now, all you need: the ability to formulate a problem in Russian/ English and time/desire. That is why this course is based on the following 2 approaches:

1. Use ChatGPT and other assistants to the maximum, so that they help you write and correct ready-made pieces of code.

2. Start from ready-made working business applications and examples. You will not write line by line from scratch, rather the opposite: you will take ready-made projects and libraries and modify them for yourself.

12 projects that you will complete in 4 months

From scratch in Python, with tips from ChatGPT, without any basic programming knowledge

1. Telegram bot in Python with GPT (analogous to ChatGPT)

2. Parsing sites and channels

3. Search for undervalued apartments on CIAN

4. Autonomous agents

5. Building a complete process for obtaining and processing data from a real online resource

6. Building a handwritten number recognition system in pure NumPy using the k-nearest neighbors model

7. Whisper. Text to audio conversion and transcription

8. Cryptocurrency price analysis using Pandas and Matplotlib

9. Training a neural network on tabular data for a classification task

10. Covid image segmentation

11. Identification of named entities for document workflow automation

12. Building a recommendation system based on neural networks

Who is the course for?

Data analysts and business analytics

Knowledge of these tools and technologies can help you more effectively analyze and process data, create reports and forecasts, and use machine learning to solve problems.

Entrepreneurs and executives

You will learn to use knowledge to optimize your business processes, improve team efficiency, and innovate your products and services.

Aspiring AI and Machine Learning Professionals

The course will give you the foundations necessary for further study and development in this area.

Marketers

Especially for those who work with large volumes of data, knowledge of Python and SQL can help in the analysis and optimization of marketing campaigns, as well as in automating routine tasks.

Product Managers

Knowledge of technology will help you better understand the capabilities and limitations of the tools and platforms used to develop and support products.

Financial Analysts and Economists

You will be able to use Python and SQL to analyze financial data, creating forecasts and optimizing financial models.