Training Weights & Biases - Track ML Experiments Effectively

$2,310

  • 2 days
  • Onsite
  • 10 people max.
Ref: QXS997
10 people max.
$2,310
In-company rate: from $4,190 for the whole team
On-site and certification exam on quote
2 days
Onsite

Don't let this gap widen

Why this program matters

  • Without mastery of Weights & Biases, data scientists lose an average of 50% of their time on manual experiment tracking, multiplying reproducibility errors by 3 according to MLflow studies.

  • Teams without a dedicated tool incur 40% more iterations on hyperparameters, costing up to 20k€ per delayed AI development project.

  • In 2026, 68% of data recruiters reject profiles lacking collaborative tracking skills such as W&B, risking a fatal competitive gap for your company against competitors 30% faster in ML deployment.

  • Act to secure your advances.

Allan BUSI, Learni trainer · AI expert
Allan BUSI

Learni trainer · AI expert

73%productivity gap
×3cost of inaction
Flag of the United StatesBuilt for US teams
Payment by wire transferEnhanced confidentialityPerfect for companies with 50 to 500 employeesScheduling to fit any time zone

Trusted by — schools, companies and industrial groups

40,869 programs · 25 countries

  • Aptar
  • ArcelorMittal
  • Equans
  • EDF
  • Ubisoft
  • Microsoft

Every program built with a dedicated engineer

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Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.

Weights & Biases training objectives

  • Master the installation and configuration of Weights & Biases for professional ML projects
  • Develop skills in logging experiments and metrics in real time
  • Implement tracking of models and datasets in a certified training course
  • Design interactive dashboards to visualize ML performance in a business setting
  • Optimize hyperparameters via automated sweeps with Weights & Biases
  • Deploy collaborative reports for data science teams
  • Achieve reproducibility of certified ML experiments

Program

Weights & Biases curriculum: 2 modules over 2 days

Module 1 : Weights & Biases Fundamentals: Installation and Basic Logging (API, Jupyter, First Runs)

Quick discovery of the Weights & Biases platform via registration and API key, installation of the wandb package in Python with pip in a dedicated virtual environment, creation of your first collaborative project, logging simple metrics during a scikit-learn training on the Iris dataset, instant visualization of loss and accuracy curves in the intuitive dashboard, practical exercises on logging images and histograms, production of an initial exportable report for your team, with personalized feedback from the trainer for immediate skill building.

Module 2 : Advanced Weights & Biases Initiation: Sweeps and Collaboration (Hyperparameters, Dashboards, Sharing)

Dive into automated sweeps to test hyperparameters on a basic TensorFlow model, configuration of search grids and comparative visualization of runs in Weights & Biases, advanced logging integration for artifacts such as saved models and versioned datasets, creation of customized dashboards with filters and interactive reports, real-time collaboration via enterprise project sharing, concrete case of optimizing a classifier on a real dataset with guided exercises, finalization of a complete deliverable: ready-to-use dashboard for professional reports, demonstrating immediate value to accelerate ML workflows.

How Weights & Biases skills are assessed

  • Multiple-choice quiz to validate learning outcomes at the end of the training
  • Continuous assessment through practical exercises on Weights & Biases
  • Presentation of the ongoing ML tracking project to the trainer

How the Weights & Biases course is taught

  • Courses led by an active expert ML trainer
  • Practical exercises on real business cases with Weights & Biases
  • Progressive ongoing project throughout the training
  • Complete course materials provided to each participant

Weights & Biases training: access and practical arrangements

The Training Weights & Biases - Track ML Experiments Effectively 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 Weights & Biases - Track ML Experiments Effectively 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 Weights & Biases - Track ML Experiments Effectively 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 Weights & Biases 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.

Step 1

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.
Step 2

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.
Step 3

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.
Step 4

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.

A child walking to school with a backpack
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
Enroll and offer a kit
FAQ

Weights & Biases: frequently asked questions

Which tools are used in Weights & Biases training?+
Hands-on work runs on API, jupyter, first Runs, hyperparameters, dashboards and sharing. Those tools come from the Weights & Biases program itself, delivered on site over 2 days, so participants practise on the stack they will use at work.
What can participants do after Weights & Biases training?+
They can master the installation and configuration of Weights & Biases for professional ML projects, develop skills in logging experiments and metrics in real time and implement tracking of models and datasets in a certified training course. Those are the stated objectives of the Weights & Biases program at Beginner level, checked by the end-of-session assessment.
What does the Weights & Biases program cover, day by day?+
Day 1: Weights & Biases Fundamentals: Installation and Basic Logging (API, Jupyter, First Runs). Day 2: Advanced Weights & Biases Initiation: Sweeps and Collaboration (Hyperparameters, Dashboards, Sharing). The Weights & Biases program runs over 2 days, delivered on site.
How is Weights & Biases training assessed?+
Assessment relies on multiple-choice quiz to validate learning outcomes at the end of the training, continuous assessment through practical exercises on Weights & Biases and presentation of the ongoing ML tracking project to the trainer. Learni issues a completion certificate together with the individual assessment report at the end of the Weights & Biases program, which an L&D team can file as evidence.
How much does Weights & Biases training cost per participant?+
Weights & Biases training costs $2,310 per participant. For an in-company team, the flat rate starts at $4,190 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 Weights & Biases training take?+
2 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 Weights & Biases 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 Weights & Biases training?+
Basic Python knowledge, machine learning concepts (scikit-learn or TensorFlow), and Jupyter environment.
Is a certificate issued after Weights & Biases 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 Weights & Biases 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.
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