Agent Ambo · Upskill
Data Scientist course with certificate
Explain models, metrics and trade-offs clearly, and connect them to a business decision.
AmboSyllabus
- Module 1Statistics and probabilityDistributions · Hypothesis testing · Bayes' theorem
- Module 2Machine learningRegression and classification · Trees and ensembles · Clustering
- Module 3Model qualityBias-variance and regularisation · Cross-validation · Metrics for imbalanced data
- Module 4Data workFeature engineering · Data leakage · SQL and pandas
- Module 5Production and GenAIDeployment and monitoring · Drift and retraining · LLMs, embeddings and RAG basics
Data Scientist certification
TickBig Certified Data Scientist. Three camera-proctored rounds that unlock one after another: an objective test across the syllabus, hands-on tasks and a voice interview with Ambo. Pass all three within 14 days; the certificate is valid for 12 months and has a public link recruiters can check.
Example hands-on task: Train a model on a dataset, choose the right metric for the business case and explain the result.
Pick your pace
- Round 1Crash course: 10 days, every must-know topic
- Round 2Interview perspective: 14 days, organised the way you’ll be tested
- Round 3Depth learning: 20 days, the full picture with more practice
Revise and rehearse
How Ambo builds your Data Scientist course
- 1Ambo reads your resumeYour skills, projects, years and the role you want next.
- 2Then where you’re interviewingAnd how interviewers there question people like you.
- 3It maps every topic they could askMust-know first, your own projects included, built into short daily lessons.
- 4You practise, then get certifiedInterview Q&A after every lesson, then three proctored rounds ending in a voice interview with Ambo.
Questions, answered.
What will I learn in the Data Scientist course?
Five modules: Statistics and probability, Machine learning, Model quality, Data work and Production and GenAI. Ambo adjusts the depth to your resume, so you spend more time on your gaps.
Is the Data Scientist certificate verifiable?
Yes. Every TickBig certificate has a public link showing your scores for each round and the camera verification.
How is this different from a list of interview questions?
A list is the same for everyone. Ambo builds your course from your resume, your target role and where you're interviewing, then writes every lesson from the interviewer's point of view: what they'll ask, a strong answer, and the follow-up they'll use to test you.
What is the certification test?
Three camera-proctored rounds that unlock one after another: an objective round, a hands-on round (coding or practical tasks for your role) and a voice interview with Ambo, who asks live follow-ups on your answers. Pass all three within 14 days to become TickBig Certified for 12 months.
Get TickBig Certified as a Data Scientist.
A course built from your resume, then three proctored rounds.