Applied Computer Vision: Real-Time Soccer Tracking and Prediction System
Immerse yourself in a professional environment where you'll learn to build real-time video analysis and predictive modeling systems.
📅 When: Aug 3 - Aug 10, 2024
Why Choose This Workshop?
Unlike regular Kaggle projects on Jupyter notebooks that don’t prepare you for professional data science standards or collaborative work, our workshop offers:
- Building predictive models with real-time video data.
- Hands-on experience building production-ready applications.
- Git version control system (VCS) proficiency.
- Exposure to tech stacks used in ML startups and tech companies.
- Using Ticket Management System.
- Access to our AI-powered chatbot, trained on project materials and live sessions.
- Constructive feedback to improve your portfolio.
Beyond technical skills, the workshop emphasizes project management, collaboration, and problem-solving, equipping you with valuable industry experience.
Preliminary Requirements:
- Basic Python knowledge with 6-12 months of coding experience.
- Familiar with basic Machine Learning concepts (e.g., supervised learning, regression, classification).
Don’t do it alone - be part of a small cohort of other participants buillding real application systems.
Who Is This Workshop Is For?
Students who want to work in a real-world project development environment.
Professionals who want to transition to techinal Machine Learning Roles.
ML enthusiats who want to gain practical experience in machine learning and video analysis.
Ready to enhance your problem-solving and collaboration skills for your next job.
What You'll Get From This Workshop?
Hands-On Experience: Step-by-step guide to build an industry-grade Computer Vision project.
Build In-Demand Skills: Develop and deploy a video analysis model with real-time predictive capabilities and an interactive user-friendly interface.
Comprehensive Resources: Access to detailed learning materials, code repositories, and a AI assistant trained on all the workshop materials for instant support.
Mentorship Program: Get guidance from mentors in the industry, mirroring actual job workflows.
Networking and Community Support: Join a community of like-minded individuals for knowledge sharing and collaborative problem-solving.
Continuous Improvement: Learn to identify and implement project enhancements with a proper ticking system.
Certificate of Completion: Receive an official certificate upon successful project submission and review
🗓️ Workshop Schedule Overview
Day 1-3: Kickoff & Introductions
Initial cohort and Mentor meeting.
Project requirements and Tech Stack Overview.
Project Kick-off.
Day 3-4: Project Milestone
Deadline for the first project part.
Live implementation and feedback session.
Day 4-7: Final Deliverables
Deadline for the final project part.
Live implementation and Q&A session.
Final Submissions.
24/7 Ongoing Support
Access to AI assistant trained on all workshop materials for troubleshooting.
All live sessions will be recorded and available for review.
Discord Support Channel for instant support.
Meet Your Instructors
Kostya Cholak - Lead Instructor
Kostya has built end-to-end infrastructures for analytics, data collection and developed trading algorithms for high frequency trading at a European hedge fund. He is the CTO at Break Into Data.
Mishahal Palakuniyil - Advisor
Mishahal has been reponsible for building entire data engineering infrastructures and implementing Machine Learning solutions for gamified learning platforms. He is the COO at Break Into Data and a lead instructor.
Reviews from Previous Community-Led Workshops:
Experience a comprehensive workshop that prepares you for real-world tech projects. Apply now and take the first step towards mastering video tracking systems. Don’t miss this opportunity to advance your skills and career! 🌟
If you have any questions or feedback, please reach out to us at info@breakintodata.io