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.
Training Keras: Creating High-Performance Deep Learning Models
Trusted by — schools, companies and industrial groups
Every program built with a dedicated engineer
Learning objectives
- Understand the Keras architecture and its advantages
- Build, train and evaluate deep neural network models
- Optimize model performance with hyperparameter tuning and callbacks
- Deepen advanced techniques: CNN, RNN, transfer learning and model saving
- Deploy Keras models for real-world applications
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 mastery of building high-performance deep learning models with Keras, your AI projects stall in inefficient training runs and chronic overfitting.
Data scientists lose an average of 35% of their time on debugging and failed optimizations, or more than 10 000 € per month in wasted cloud resources.
65% of deep learning initiatives fail for lack of robust models, exposing your company to massive competitive losses and putting your career at risk against agile teams.
Every month without advanced skills widens the gap with the competition.
Program
Module 1Keras Fundamentals and First Models
Introduction to Keras, installation, getting started with the API, sequential model concepts, building and training a first simple model (MNIST classification), introduction to data preprocessing, performance monitoring.
Module 2Advanced Models and Optimization
Exploration of functional models for complex architectures, management of custom layers, callbacks (EarlyStopping, ModelCheckpoint), hyperparameter tuning, results visualization with TensorBoard, introduction to overfitting and regularization methods.
Module 3Deep Dive: CNN, RNN and Real-World Applications
Creation of convolutional networks (CNN) for images, recurrent networks (RNN and LSTM/GRU) for text and time series, applications to practical projects (image recognition, text classification), transfer learning with pre-trained models, saving and deploying Keras models.
Evaluation method
- Practical case at the end of each module
- Ongoing project throughout the training
- Final multiple-choice quiz to assess learning outcomes
Learning method
- Interactive courses with real-world examples
- Supervised hands-on exercises in groups or individually
- Professional case studies
- Course materials, notebooks and additional resources
Methods, materials and delivery
The Training Keras: Creating High-Performance Deep Learning 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 Training Keras: Creating High-Performance Deep Learning 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 Training Keras: Creating High-Performance Deep Learning 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.
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.
Suggestions
You might
like these too.
Generative AI & LLMsIndustry-certifiedMistral AI Training - Deploy Open-Source AI in Production
$2,940Net of tax
Generative AI & LLMsIndustry-certifiedTraining Stable Diffusion - Create Professional AI Images in 5 Days
$5,775Net of tax
ETL & data pipelinesIndustry-certifiedTraining Airflow Expert - Orchestrate Data Pipelines at Scale
$2,940Net of tax
PythonIndustry-certifiedTraining Python Intermediate - Automate Your Tasks in 3 Days
$3,675Net of tax
Deep learning
More programs in Deep learning.
Deep learningIndustry-certifiedAdvanced Keras Training - Deploy Powerful Models
$1,470Net of tax
Deep learningIndustry-certifiedAdvanced PyTorch Training - Master Professional Deep Learning
$5,775Net of tax
Deep learningIndustry-certifiedAdvanced PyTorch Training - Optimize Deep Learning Models
$1,470Net of tax
Deep learningIndustry-certifiedAdvanced TensorFlow Training - Deploy High-Performance AI Models
$1,470Net of tax
Deep learningIndustry-certifiedAdvanced TensorFlow Training - Deploy Scalable and Optimized AI Models
$5,775Net of tax
Deep learningIndustry-certifiedAdvanced TensorFlow Training - Optimize Deep Learning Models
$5,775Net of tax
Python
More programs in Python.
PythonIndustry-certifiedAdvanced FastAPI Training - Build Scalable Ultra-High-Performance APIs
$4,620Net of tax
PythonIndustry-certifiedAdvanced FastAPI Training - Scalable and Secure APIs
$3,675Net of tax
PythonIndustry-certifiedAdvanced Flask Training - Develop Scalable and Secure APIs
$4,620Net of tax
PythonIndustry-certifiedAdvanced Flask Training - Develop Scalable and Secure APIs
$3,675Net of tax
PythonIndustry-certifiedAdvanced Flask Training - Develop Scalable and Secure APIs
$4,620Net of tax
PythonIndustry-certifiedAdvanced NumPy Training - Optimize Your Matrix Calculations in Python
$3,675Net of tax
Generative AI & LLMs
More programs in Generative AI & LLMs.
Generative AI & LLMsIndustry-certifiedIntelligence Artificielle : Maîtriser les fondamentaux et applications en entreprise
$3,675Net of tax
Generative AI & LLMsIndustry-certifiedMaîtriser OpenCV : Traitement d’Image et Intelligence Artificielle pour Professionnels
$3,675Net of tax
Generative AI & LLMsIndustry-certifiedFormation Claude - Maîtriser l'IA pour booster la productivité
$5,775Net of tax
Generative AI & LLMsIndustry-certifiedFormation Anthropic Claude API - Intégrer l'IA avancée en production
$1,470Net of tax
Generative AI & LLMsIndustry-certifiedAnthropic : Comprendre et Déployer une Intelligence Artificielle Éthique et Responsable
$2,940Net of tax
Generative AI & LLMsIndustry-certifiedFormation Gemini API - Maîtrisez l'IA générative dès le jour 1
$5,775Net of tax
Automation & workflows
More programs in Automation & workflows.
Automation & workflowsIndustry-certifiedAdafruit IO : Maîtriser la Plateforme Cloud pour l’IoT et l’Automation
$3,675Net of tax
Automation & workflowsIndustry-certifiedAdministrez votre Infrastructure IT avec SaltStack : Déploiement, Configuration et Automatisation
$3,675Net of tax
Automation & workflowsIndustry-certifiedAdvanced Asana Training - Automate Your Pro Workflows
$5,775Net of tax
Automation & workflowsIndustry-certifiedAdvanced Asana Training - Master Complex Workflows and Automations
$4,620Net of tax
Automation & workflowsIndustry-certifiedAdvanced ComfyUI Training - Create Powerful AI Workflows
$1,470Net of tax
Automation & workflowsIndustry-certifiedAdvanced Git Training - Master Workflows and Complex Rebases
$5,775Net of tax
FAQ
Frequently asked questions
How much does the Training Keras: Creating High-Performance Deep Learning Models training cost?+
The price is $3,675 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training Keras: Creating High-Performance Deep Learning Models training?+
The training lasts 3 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?+
Basic knowledge of Python and machine learning
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
Let's build
your next
program.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.
Reply within 24h · Vetted experts · USD invoicing · W-9 available