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.
1 seat held for the next session
30:00Held for another
Request a call back and an advisor reaches you within 24 business hours, Monday to Saturday.
Trusted by — schools, companies and industrial groups
Every program built with a dedicated engineer
Learning objectives
- Understand the theoretical foundations of BERTopic and its differences from traditional methods (LDA, NMF)
- Install and configure the BERTopic environment on various systems
- Effectively prepare and preprocess large text corpora
- Use the BERTopic model to extract, explore and visualize topics
- Customize clustering pipelines: embeddings, dimensionality reduction, alternative vectorization techniques
- Interpret results and implement topic refinement strategies for business applications
- Leverage BERTopic outputs: visualizations, dashboards, integration into analysis solutions
Our social commitment
A school kit donated to a child for every training
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
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.
Don't let this gap widen
Why this program matters
Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.
Organizations that don't train their talents on key topics see their competitiveness drop.
Every quarter without training is a gap widening with competitors who invest.
The cost of inaction quickly exceeds that of well-targeted training.
Program
Module 1Introduction to Topic Modeling and BERTopic
Recap on topic modeling (LDA, NMF, contextual), presentation of BERTopic, fundamental differences, business use cases, installation of the environment on Anaconda and Jupyter, overview of the technical architecture. First steps on simple datasets.
Module 2Advanced Corpus Preparation and Embedding Customization
Advanced preprocessing techniques (lemmatization, stopwords, cleaning), choice of embedding models (BERT, sentence-transformers, multilingual alternatives), dimensionality reduction (UMAP, PCA, t-SNE), impact on clustering quality. Practical exercises on large real-world corpora.
Module 3Clustering, Visualization and Analysis Refinement
Clustering parameterization (HDBSCAN, DBSCAN), exploration of key settings for number and coherence of topics, interactive visualization (plotly, bokeh), advanced interpretation. Approaches to merge or split topics, quality evaluation (coherence, business relevance), creation of reports and decision-support tools from BERTopic.
Evaluation method
- Practical exercises and mini-projects
- Quiz to validate learning outcomes at the end of the training
- Oral presentation of a case study or personal project on business corpus
Learning method
- Interactive video courses
- Guided demos on Jupyter
- Practical workshops in pairs
- Digital booklet of resources and provided Python scripts
Methods, materials and delivery
The Training: Advanced Semantic Analysis of Large Corpora with BERTopic: From Theory to Practice 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: Advanced Semantic Analysis of Large Corpora with BERTopic: From Theory to Practice 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: Advanced Semantic Analysis of Large Corpora with BERTopic: From Theory to Practice 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.
Our method
Training quality, guaranteed at every step
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.
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FAQ
Frequently asked questions
How much does the Training: Advanced Semantic Analysis of Large Corpora with BERTopic: From Theory to Practice training cost?+
The individual price is $2,310 (USD). The team / on-site group package is shown on the course page. A detailed quote is sent within one business day.
How long is the Training: Advanced Semantic Analysis of Large Corpora with BERTopic: From Theory to Practice training?+
The training lasts 2 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Solid knowledge of Python, good understanding of NLP, prior experience with the pandas and scikit-learn libraries
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
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