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Advanced Keras Training - Deploy Powerful Models

Ref: OUX156
10 people max.
From $1,155 HT / per person
Pay in 3 installments · On-site on request · +$540 with certification exam
1 day
Remote

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Learning objectives

  • Master advanced Keras and TensorFlow 2.x APIs
  • Optimize models with callbacks, regularization, and early stopping
  • Develop custom architectures and layers
  • Deploy neural networks in production via TensorFlow Serving
  • Analyze performance and debug complex networks
  • Integrate Keras into end-to-end ML pipelines
  • Create scalable industry-ready projects

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 advanced Keras mastery, your models plateau at 70% accuracy on complex tasks, wasting 20h/week on fruitless debugging, delaying deployments by 2 months.

  • Competitors optimize via callbacks, gaining 35% inference speed, capturing AI markets.

  • Avoid 50k€/project overruns due to unstable networks, business opportunity losses, team stagnation.

  • Invest 7h to triple ML ROI, scale productions flawlessly, dominate data science starting tomorrow.

Kheireddin KADRI
Kheireddin KADRI

Learni trainer · Data & AI expert

73%productivity gap
×3cost of inaction

Program

Module 1Keras: Advanced Deep Learning Techniques (TensorFlow 2.x, Callbacks, Deployment)

Dive into advanced Keras by coding custom layers, optimizing via callbacks and Dropout on CIFAR-10/ImageNet datasets, practicing early stopping to avoid overfitting, building hybrid CNN-RNN architectures, deploying via TensorFlow Serving and Keras SavedModel, analyzing with TensorBoard, to leave with a deployable model, boosting your AI projects by 40% in efficiency.

Evaluation method

  • Coded practical exercises, final technical quiz, personal project review

Learning method

  • 70% hands-on on real cases, 30% applied theory, alternation of code and exercises

Methods, materials and delivery

The Advanced Keras Training - Deploy Powerful Models 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 Advanced Keras Training - Deploy Powerful Models 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 Advanced Keras Training - Deploy Powerful Models 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.

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.

FAQ

Frequently asked questions

How much does the Advanced Keras Training - Deploy Powerful Models training cost?+
The individual price is $1,155 (USD). A detailed quote is sent within one business day.
How long is the Advanced Keras Training - Deploy Powerful Models training?+
The training lasts 1 journée, 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?+
Advanced Python proficiency, intermediate TensorFlow/Keras, experience with CNNs/RNNs
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.
On-site & remote

This training across cities

Available on-site and remotely. Pick your city to see the local training center.

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