Twoklin - Dataset Training Services for sports scraping and Automation Sports

Trusted by more than 50+ clients such as:

Why Use Twoklin?

The premier choice for accurate, scalable, and sports-specific AI dataset training.

Sports Specialization

Deep expertise in diverse sports data, ensuring your models understand game-specific nuances.

Scalable Solutions

From small projects to full-scale automation, we provide datasets that grow with your needs.

Time & Cost Efficiency

Flexible pricing models and reliable quality control reduce your operational expenditure significantly.

Our Data Annotation Workflows

Seamless processes from raw video intake to validated, AI-ready datasets.

1

Data Ingestion & Filtering

Secure receipt and preparation of raw sports data feeds.

2

Annotation & Labeling

Applying precise labels (bounding boxes, keypoints) using specialist tools.

3

Quality Assurance & Delivery

Multi-stage human and automated QA before final delivery.

Sports Automation Usecases

Precision data for every game, powering predictive analytics and automated officiating.

Baseball

Pitcher biomechanics and defensive positioning.

Basketball

Player tracking and shot trajectory analysis.

Soccer

Stats detection and movement pattern recognition.

American Football

Player tracking and tactical analysis.

Volleyball

Serve analysis and spike recognition.

Rugby

Scrum analysis and tackle detection.

Twoklin Academy

Master Sports Data Analysis & Automation

Kickstart your career in sports analytics. Learn fundamental methods and industry-standard tools used by elite clubs.

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Hands-on experience: Practical assignments that mirror real professional tasks.

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Self-Paced: On-demand lectures you can complete in just 2-3 hours.

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Certification: Receive a personalized certificate to showcase your expertise.

Course Fee

$25 / one-time

Enroll Now ($25) View Slides

Course Syllabus (9 Lessons)

L1 Objective for Analysis

Understand the core purpose of data in modern sports. Learn to define Key Performance Indicators (KPIs) that align with club philosophy and automate the collection of objective metrics.

L2 Evaluation Methods

Master frameworks for assessing team efficiency and player impact. Deep dive into advanced metrics like xG (Expected Goals), PER, and win probability models.

L3 Strategies for Analysis

Learn workflows for three key phases: Pre-Match Scouting (opponent analysis), Live In-Game coding, and Post-Match Review for optimization.

L4 Organizational Methods

How to structure a professional data department. Best practices for communicating complex insights to coaches and stakeholders without overwhelming them.

L5 Understanding Actions

Defining the syntax of sport. Learn how to consistently code events—tackles, passes, shots—to create clean, queryable datasets.

L6 Tactics & Formations

Using data to visualize tactical setups. Analyze formation shapes, passing networks, and defensive blocks using heatmaps.

L7 Tools for Analysis

Get hands-on with the industry standard stack: Coding (Python/R), Visualization (Tableau/PowerBI), and Video Analysis (Hudl).

L8 Tracking Teams vs Players

Understand Event Data (on-ball) vs Tracking Data (off-ball). Analyze player load, speed, and biomechanics via GPS/optical systems.

L9 Advancement

Charting your career path. Strategies for building a portfolio, networking in the sports industry, and landing your first role.

Our Work in Action

See how Twoklin fuels innovation across the sports industry.

Baseball Data Annotation Project

Soccer automation tracking and stats detection training images

Soccer Automation Training Images

Basketball Player Tracking Datasets

American Football tactical analysis and player tracking data

American Football Data Analysis

Volleyball Performance Analytics

Flexible Pricing Solutions

Choose the model that best fits your project scope and budget.

Project-Based

Ideal for defined projects with clear deliverables.

Fixed rates depending on the task or project
Single, predictable cost for budgeting certainty
Clear scope of work and delivery timeline

Discuss Your Project

Pay-Per-Unit/Hourly

Perfect for tasks with fluctuating volume or variable time requirements.

Pay as per Document/Form/Para/Line
Pay only for the number of working hours consumed
Flexible resource deployment and precise cost control

View Rate Sheet

Full Time Equivalent

Dedicated resources for long-term partnership and continuous operations.

5 working days per week, 8 hours per day
160 guaranteed hours per month
Access to a dedicated, highly trained data specialist

Inquire about FTE

What others say about us.

Success stories from our partners in sports technology.

"The quality of the baseball data annotations was exceptional. It accelerated our model training by months."

Jorge Ortiz

Worked with baseball

"Twoklin provides reliable, high-volume labeling that maintains strict accuracy standards. Highly recommended."

Daniel Gutt

"Seamless integration and professional service. Their FTE model made scaling our team effortless."

Rashad West

"Game-changing speed for our computer vision projects. The data quality speaks for itself."

Andras Putyera

Request a Free Demo or Consultation

Let's discuss how precise data can transform your sports AI project. Fill out the form below to book a call.

Scalable Solutions for Scraping and Automation