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Powering skills development

in Data Science

K.A.T.E.® is our proprietary AI-powered learning and assessment platform for upskilling in Data Science.

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Real-world simulated practical projects

Real-world simulated practical projects

Instant personalised feedback on code quality

Instant personalised feedback on code quality

Manager dashboard to track learner progress and ROI

Manager dashboard to track learner progress and ROI

About K.A.T.E.®

K.A.T.E.® ( or Knowledge Assessment Teaching Engine ) is a SaaS proprietary system for Data Science training and assessment. It is developed by Cambridge Spark and is supported by the UK’s government innovation agency. K.A.T.E.® integrates research in source code analysis, compilers and recommender systems. K.A.T.E.®‘s purpose is to provide highly personalised code feedback and diagnostics to learners within an industry simulated environment.

K.A.T.E.®
K.A.T.E.®

Many organisations have adopted K.A.T.E.® to build internal Data Science capability and close technical skill gaps at scale, complete with a customisable talent management and assessment dashboard, K.A.T.E. Analytics, designed to optimise your talent development processes. K.A.T.E.® supports Python, SQL and Spark.

K.A.T.E. helped significantly to make our option pricing competition using Python a big success

Dr. Heiko Schäfer, Quantitative Developer, IMC Trading

The K.A.T.E. environment provides progressive exercises with immediate feedback and scoring. Our experience is this really helps the participants to stay motivated and focussed.

Features that matter

Instant Feedback

Instant Feedback

Submit your code and KATE provides feedback instantly, helping you understand how to develop your skills and improve your code quality.

Real Life Applications

Real Life Applications

Our projects apply skills to real-world situations, simulating a data science environment in a range of sectors from finance to media.

Adaptive Learning

Adaptive Learning

The more work you submit to KATE, the more we understand your learning needs and can help you identify key skills to practice and develop.

Git-powered

Git-powered

You submit code to K.A.T.E.® using GIT. This means K.A.T.E.® exploits version control and you receive feedback via continuous integration. This allows you to use your own toolchain and editors such as a notebook, pycharm or vscode as well enable team collaboration.

Relevant Metrics

Relevant Metrics

KATE reports back to you with benchmarks and diagnostics. This includes software metrics and machine learning metrics to make sure your code is up to scratch.

Fully Personalised

Fully Personalised

KATE will offer you personalised exercises and reading recommendations based on the code you submit. This helps you learn more effectively.

For Learning and Development

K.A.T.E.® provides structured, expert-led data science and coding projects, enabling you to upskill, reskill and onboard team members quickly and effectively.

Customisable content supports your organisation’s needs and objectives
Live-coded online videos, interactive exercises and project-based assignments offer an interactive, blended learning experience
Instant personalised feedback and content recommendations to address each individual’s skill gaps
Industry-simulated learning environment ensures the use of version control tools and coding best practices
Monitoring and Analytics Dashboard enabling you to track progress and quantify improvement in technical proficiency
K.A.T.E.®

For Assessment and Evaluation

K.A.T.E.®

Become more efficient and productive by eliminating time spent on technical assessment and marking. K.A.T.E.® automatically evaluates each individual’s capabilities aligned with industry software development practices and Machine Learning methodologies.

Assesses the accuracy and quality of each code submission, focusing on production ready Data Science code standards
Provides a real-time Monitoring and Analytics Dashboard to measure both employee engagement and performance
Produces immediate feedback reports on PEP8, Pylint, Cyclomatic Complexity, Unit Tests and Machine Learning metrics
Supports Python (scikit-learn, keras, pandas, numpy), SQL, Spark
Supports pluggable evaluation metrics to provide you with custom diagnostics

For Recruitment and Talent Acquisition

K.A.T.E.® allows you to make quicker, more informed hiring decisions. Leveraging AI technology, K.A.T.E.® provides an adaptive assessment platform to optimise your recruiting process and helps you to find and retain the best talent.

Seamlessly integrates with your current systems supporting custom content and performance criteria
Facilitates applicant tracking and scoring, to identify top performing candidates
Enables you to understand a candidates thought processes by assessing code via version control
Offers a secure, scalable solution to support new talent sourcing strategies
K.A.T.E.®

Our Customers

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  • K.A.T.E.®