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
- Design complex neural network architectures with Keras
- Optimize hyperparameters for maximum performance
- Implement custom callbacks and advanced monitoring
- Deploy scalable Keras models in production
- Integrate Keras with TensorFlow Extended for end-to-end pipelines
- Analyze and debug expert DL models
- Master best practices for production-ready Keras code
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 expert mastery of Keras, your DL models underperform by 40% in accuracy, like 70% of ML projects that fail in production according to Gartner.
Lose business opportunities: deployment times x2, unnecessarily inflated GPU costs of 30k€/year, competitors outpace you with optimized architectures.
Risk critical data leaks without secure callbacks, and stagnate in your career amid the explosive 250% demand for Keras experts by 2025.
Invest now to avoid these costly pitfalls and turn your projects into profitable successes.
Program
Module 1Day 1: Advanced Keras Architectures (hybrid models, TensorFlow tools)
Dive into Keras to build hybrid CNN-RNN networks, use Sequential and Functional API on ImageNet datasets, perform practical transfer learning exercises with pre-trained ResNet, generate your first optimized model deliverables, test in real-time to boost your expert skills.
Module 2Day 2: Hyperparameter Optimization (Keras Tuner, Bayesian methods)
Master Keras Tuner to explore massive hyperparameter spaces, apply Bayesian algorithms and Random Search on concrete video classification cases, code automated scripts, analyze ROC-AUC metrics live, produce tuning reports that turn your models into performance champions.
Module 3Day 3: Custom Callbacks and Monitoring (TensorBoard, EarlyStopping)
Develop custom callbacks for advanced logging and dynamic pruning, integrate TensorBoard into Keras to visualize gradients and losses live, simulate overfitting scenarios on custom datasets, create interactive dashboards, deliver tools ready for your critical DL projects.
Module 4Day 4: Keras Model Deployment (TensorFlow Serving, ONNX, Docker)
Convert your Keras models into scalable services with TF Serving and ONNX, containerize via Docker for AWS cloud or Kubernetes, test batch inferences on GPU hardware, deploy secure REST APIs, obtain production-ready deliverables that accelerate your expert time-to-market.
Module 5Day 5: End-to-End Projects and Keras Best Practices (TFX, Model Security)
Put it all together in a capstone project on real-time anomaly detection, integrate TFX for MLOps pipelines, apply security against adversarial attacks, peer-to-peer code review, finalize portfolio with deployed models, leave with complete expertise to dominate deep learning in the enterprise.
Evaluation method
- Continuous assessment via practical exercises, certified final project, advanced quizzes on real-world cases.
Learning method
- 70% hands-on with Jupyter and Colab, 30% applied theory, real business cases.
Methods, materials and delivery
The Training Keras - Master Advanced Deep Learning as an Expert 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 Keras - Master Advanced Deep Learning as an Expert 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 Keras - Master Advanced Deep Learning as an Expert 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 Keras - Master Advanced Deep Learning as an Expert training cost?+
The price is $5,775 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training Keras - Master Advanced Deep Learning as an Expert training?+
The training lasts 5 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?+
Advanced proficiency in Python, TensorFlow, PyTorch, and hands-on deep learning experience with real-world projects.
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.
Your professional training, anywhere
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