Rigorous trainer selection
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
- Triple validation: technical, pedagogical, sectoral.
- Minimum rating 4.8/5 over the last 12 sessions.
Training: Mastering Hypothesis - Automated Test Generation for Software
Trusted by — schools, companies and industrial groups
25,806 programs · 25 countries
Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.
Hypothesis training objectives
- Understand the property-based testing approach
- Master the installation and configuration of Hypothesis
- Create custom data generation strategies
- Integrate Hypothesis with existing test frameworks
- Automate the detection of edge cases and bugs using Hypothesis
- Optimize the robustness and reliability of Python applications
Hypothesis curriculum: 3 modules over 3 days
Module 1 : Introduction to Property-Based Testing and Hypothesis
Discovery of the property-based testing concept, comparison with classic unit tests, Hypothesis philosophy. Installation of the library, getting started with the documentation, first simple tests on pure functions.
Module 2 : Creation and Customization of Strategies
Use of predefined strategies (numerics, text, dates, collections), creation of custom strategies, filtering and mapping, combined strategies, exception and assert management, discovery of shrinking (counter-example reduction).
Module 3 : Advanced Integration and Best Practices
Integration of Hypothesis with pytest and unittest, tests on classes and APIs, persistence of examples, advanced configuration (profiling and settings), random management and reproducibility, feedback on usage in CI/CD, methodology for debugging and maintaining property-based tests.
How Hypothesis skills are assessed
- Daily corrected practical exercises with real-world scenarios
- Red thread project on test automation for a Python module
- Final recap multiple-choice quiz
How the Hypothesis course is taught
- Alternating theory, live demonstrations, and numerous practical exercises
- Detailed documentation with concrete use cases provided to each participant
- Training support including example scripts, recommendations, and professional tips
Hypothesis training: access and practical arrangements
The Training: Mastering Hypothesis - Automated Test Generation for Software program is delivered onsite or remote (blended-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.
The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.
Equipment required
For the smooth delivery of the Training: Mastering Hypothesis - Automated Test Generation for Software program, the following equipment is required:
- Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
- Training environments installed on workstations or accessible online
- Course materials, hands-on exercises and complementary resources
- Post-training access to materials and educational resources
For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.
* contact us for remote delivery feasibility** ratio varies depending on the program
Skills assessment methods
Assessment of skills acquired during the Training: Mastering Hypothesis - Automated Test Generation for Software program is performed through:
- During training: case studies, hands-on labs and professional scenarios
- End of training: self-assessment questionnaire and skills evaluation by the trainer
- After training: completion certificate detailing acquired skills
Program accessibility
Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.
Enrollment terms and lead times
Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.
The Learni story
Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.
Our method
How Learni guarantees the quality of your Hypothesis training
Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.
You meet the trainer beforehand
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
- Live briefing on goals and team context.
- Veto right — we swap the trainer for free if needed.
Content tailored to your context
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
- Hands-on cases drawn from your stack and projects.
- Program co-written then validated by your team.
Continuous quality follow-up
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
- NPS, knowledge quizzes and skills self-assessment.
- Satisfaction guarantee: fully satisfied or free rework.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
Our social commitment
A school kit donated to a child for every training booked
To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.
- Backpack, notebooks and essential supplies
- Distributed through our partner charities
- Included, at no extra cost to you
FAQ
Hypothesis: frequently asked questions
What can participants do after Training: Mastering Hypothesis training?+
They can understand the property-based testing approach, master the installation and configuration of Hypothesis and create custom data generation strategies. Those are the stated objectives of the Training: Mastering Hypothesis program at Advanced level, checked by the end-of-session assessment.
What does the Training: Mastering Hypothesis program cover, day by day?+
Day 1: Introduction to Property-Based Testing and Hypothesis. Day 2: Creation and Customization of Strategies. Day 3: Advanced Integration and Best Practices. The Training: Mastering Hypothesis program runs over 3 days, delivered on site.
How is Training: Mastering Hypothesis training assessed?+
Assessment relies on daily corrected practical exercises with real-world scenarios, red thread project on test automation for a Python module and final recap multiple-choice quiz. Learni issues a completion certificate together with the individual assessment report at the end of the Training: Mastering Hypothesis program, which an L&D team can file as evidence.
How much does Training: Mastering Hypothesis training cost per participant?+
Training: Mastering Hypothesis training costs $3,465 per participant. For an in-company team, the flat rate starts at $6,290 for the whole group, up to 8 people. The detailed quote, sent within one business day, adjusts the amount to the format and how far the syllabus is tailored to your team.
How long does Training: Mastering Hypothesis training take?+
3 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.
Who pays for Training: Mastering Hypothesis training?+
Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
What do participants need to know before Training: Mastering Hypothesis training?+
Good knowledge of the Python language, basics of unit testing (pytest, unittest).
Is a certificate issued after Training: Mastering Hypothesis training?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.
Does Learni provide the equipment for Training: Mastering Hypothesis training?+
No. A computer and a stable internet connection are required for each participant. Learni provides the learning platform, the trainer and all course materials.
Your professional training, anywhere
Let's build your Hypothesis learning path.
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