"Digital centaur 2.0" Artificial Intelligence Bootcamp
19 – 26 июля 2021 г.
FOR FREE
FOR STUDENTS FROM SCHOOLS AND COLLEGES
June - August 2022
FOR STUDENTS FROM SCHOOLS AND COLLEGES
June - August 2022
Bootcamp is a free online course from practicing developers. This course provides a broad introduction to artificial intelligence in 3 month. At our course you will find professional speakers, plenty of practical tasks, support from course helpers and international communication.
19 – 26 июля 2021 г.
You can take part in all three modules and the hackathon, or you can create your own studying plan.
Education modules
Competition module
SCIENCEHack
We invite you to solve a complex scientific problem, communicate with experts and put all your knowledge into practice.
SENIOR module
If you are already familiar with linear algebra and know the neural networks theory, then this module is for you. Learn neural network training and natural language processing.
MIDDLE module
If you know how to program using Python and are ready to dive into machine learning, then this module is for you.
JUNIOR module
If you have never programmed and know nothing about artificial intelligence, then this module is for you.
Why participate?
Prepare for AI competitions
Become part of the digital centaurs community and learn more about human-machine interaction
Communicate with AI experts, understand how the modern IT industry works
Plenty of programming practice in a short time
Learn machine learning and artificial intelligence basics : linear algebra, neural networks, convolutional neural networks
Get to know about AI implementation in finance, game development, medicine, transport. Discover solved and existing world problems
Try yourself in creating classifiers
Get hands-on hackathon experience with memorable prizes and prize money. You can win 500 000 russian rubles.
How to take part?
Register for all selected modules. Be careful! An active link for each registration is sent separately.
Participate in webinars and complete tasks.
Get a link to the course’s Discord channel via e-mail and join it.
Obtain a certificate of completion for each selected module.
JUNIOR
MIDDLE
SENIOR
Start programming using Python and master the basic machine learning tools.
Webinars and homework assignments will take 1.5-2 hours per day. All homework tasks must be completed before the module deadline.
Webinars and homework assignments will take 1.5-2 hours per day. All homework tasks must be completed before the module deadline.
- Introduction to Data Analysis;
- Introduction to Python;
- Working with lists, strings, and dictionaries in Python;
- Working with loops in Python;
- Working with files in Python;
- Fundamentals of object-oriented programming (OOP) in Python;
- Libraries in Python. Pandas basics;
- Working with the Pandas library;
2 June — 18 June
JUNIOR
If you know how to program using Python and are ready to dive into machine learning, then this module is for you.
Webinars and homework assignments will take 4 hours per day. All homework tasks must be completed before the module deadline.
Webinars and homework assignments will take 4 hours per day. All homework tasks must be completed before the module deadline.
- Libraries for Data Visualization in Python;
- Fundamentals of linear algebra;
- Working with the Numpy library;
- Working with the Scikit-Learn Library;
- Linear Regression;
- Logistic regression;
- Working with Decision Trees in Python;
- Neural networks theory.
June 24 — July 10
MIDDLE
If you are already familiar with linear algebra and know the neural networks theory, then this module is for you. Learn neural network training and natural language processing.
Webinars and homework assignments will take 4 hours per day. All homework tasks must be completed before the module deadline.
Webinars and homework assignments will take 4 hours per day. All homework tasks must be completed before the module deadline.
- Neural networks training;
- Working with real data in Pandas;
- Theory and practice of convolutional neural networks;
- Architectures of convolutional neural networks;
- Classification problem and its solution;
- Transfer learning;
- Natural language processing theory;
- Natural language processing workshop.
15 July — August 8
SENIOR
Bootcamp mentors
Ivan Ninenko
Researcher at the Skoltech Center for Neurobiology and Brain Restoration
Bootcamp speaker
Tatiana Gaintseva
AI Research Scientist в Philips AI & Data Science Research Russia
Bootcamp speaker
Dmitriy Kutehov
Machine Learning engineer, PrimeSoft
Bootcamp helper and speaker
Kseniia Kirillova
PhD Student, Institute of Science and Technology Vienna, Austria
Bootcamp speaker
Fyodor Velikonivtsev
Researcher, SCAMT institute
Bootcamp helper and speaker
Daniil Tsarkov
Sber AI expert, instructional designer of machine learning courses
Bootcamp speaker
Egor Pustovit
AI expert/Tech Visionary, WAGMI Team
Bootcamp helper
Fam Ann
Mentor, ‘Practicing Futures’
Bootcamp helper
Taisia Klepova
Lead instructional designer, ‘Practicing Futures’
Bootcamp program director
Ekaterina Orlova
Data Researcher, International Business and Ecosystem Risk Modeling Center, Sber
Pavel Shatalov
Data Scientist, International Business and Ecosystem Risk Modeling Center, Sber
Aira Mongush
Founder of Mathshub and AI-enthusiast
Anastasia Moshkova
Engineer, Engineering Center of Automation and Robotics
Aleksandr Berezutskii
PhD student, University of Sherbrooke, Quebec, Canada
Organizers
FAQ
Do you need to go somewhere?
No, the bootcamp is online.
Can’t participate right now. Is it possible to join later?
Tasks will be available. But only those who complete tasks before the course deadline will receive certificates.
How will I get prizes?
We will send them by mail.
Is the program difficult?
The Junior module is created for participants with no programming experience. The other modules require some basic knowledge. If you go through all the modules one after another, you will complete the bootcamp easily enough. You will study 3 or less hours per day if you are a newcomer in programming.
Can I participate if I am over 18?
You can participate in all educational modules of the bootcamp, but only participants, who are under 19 years old can claim the prize at the hackathon.
Contacts
2022. All rights reserved. All materials bear their right holder
