Training Keras Initiation - Create Your First AI Models

$4,620

  • 4 days
  • Onsite
  • 10 people max.
Ref: ICM364
10 people max.
$4,620
In-company rate: from $7,865 for the whole team
On-site and certification exam on quote
4 days
Onsite

Don't let this gap widen

Why this program matters

  • Without Keras training, 70% of beginners lose 2-3 weeks debugging basic errors like incompatible shapes or uncontrolled overfitting, resulting in inaccurate models at 40% accuracy on simple tasks.

  • You risk missing AI opportunities, with abandoned projects and stalled teams, while your competitors deploy high-performing CNNs in days.

  • Invest 28h to avoid these pitfalls, boost your resume, and generate 20-30% ROI on your first deep learning prototypes.

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

41,181 programs · 25 countries

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

Every program built with a dedicated engineer

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

Keras Initiation training objectives

  • Install and configure Keras with TensorFlow
  • Build simple sequential models
  • Train and evaluate neural networks
  • Implement CNNs for image classification
  • Optimize hyperparameters via GridSearch
  • Deploy a Keras model in production

Program

Keras Initiation curriculum: 4 modules over 4 days

Module 1 : Introduction to Keras: Installation and Basics (TensorFlow, Jupyter, MNIST Dataset)

Install Keras and TensorFlow in a snap, set up Jupyter Notebook for quick tests, load the MNIST dataset, build your first Dense model with ReLU activation, launch training on GPU if available, visualize loss and accuracy curves, export your predictions to validate immediate results.

Module 2 : Sequential Models: Layers and Compilation (Sequential API, Optimizers, Metrics)

Dive into the Sequential API to stack Dropout and BatchNormalization layers, compile with Adam and binary_crossentropy, train on fashion MNIST datasets, experiment with EarlyStopping callbacks, analyze confusion matrices, generate automated performance reports, perfect your end-to-end workflow.

Module 3 : CNNs and Advanced Architectures: Computer Vision (Conv2D, MaxPooling, Transfer Learning)

Create convolutional networks with Conv2D and MaxPooling on CIFAR-10, apply data augmentation via ImageDataGenerator, fine-tune pre-trained VGG16, evaluate with precision and recall, debug overfitting with L2 regularization, produce prediction heatmaps, integrate these techniques into your real projects.

Module 4 : Optimization and Deployment: Production-Ready (GridSearch, Model Saving, Flask API)

Optimize hyperparameters with Keras Tuner, save models in HDF5 format, deploy via TensorFlow Serving or Flask, test real-time inferences, measure latency and throughput, resolve common scaling errors, leave with a concrete portfolio and a certificate validating your skills.

How Keras Initiation skills are assessed

  • Daily practical exercises
  • Final project on a real-world case
  • Interactive quiz and Qualiopi certificate

How the Keras Initiation course is taught

  • Hands-on 80% of the time
  • Shared Jupyter support
  • Included recap videos

Keras Initiation training: access and practical arrangements

The Training Keras Initiation - Create Your First AI 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 Initiation - Create Your First AI 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 Initiation - Create Your First AI 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.

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 Keras Initiation 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

Keras Initiation: frequently asked questions

Which tools are used in Keras Initiation training?+
Hands-on work runs on tensorFlow, jupyter, MNIST Dataset, sequential API, optimizers and metrics. Those tools come from the Keras Initiation program itself, delivered on site over 4 days, so participants practise on the stack they will use at work.
What can participants do after Keras Initiation training?+
They can install and configure Keras with TensorFlow, build simple sequential models and train and evaluate neural networks. Those are the stated objectives of the Keras Initiation program at Beginner level, checked by the end-of-session assessment.
What does the Keras Initiation program cover, day by day?+
Day 1: Introduction to Keras: Installation and Basics (TensorFlow, Jupyter, MNIST Dataset). Day 2: Sequential Models: Layers and Compilation (Sequential API, Optimizers, Metrics). Day 3: CNNs and Advanced Architectures: Computer Vision (Conv2D, MaxPooling, Transfer Learning). Day 4: Optimization and Deployment: Production-Ready (GridSearch, Model Saving, Flask API). The Keras Initiation program runs over 4 days, delivered on site.
How is Keras Initiation training assessed?+
Assessment relies on daily practical exercises, final project on a real-world case and interactive quiz and Qualiopi certificate. Learni issues a completion certificate together with the individual assessment report at the end of the Keras Initiation program, which an L&D team can file as evidence.
How much does Keras Initiation training cost per participant?+
Keras Initiation training costs $4,620 per participant. For an in-company team, the flat rate starts at $7,865 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 Keras Initiation training take?+
4 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 Keras Initiation 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 Keras Initiation training?+
Python basics, NumPy knowledge, and introductory machine learning.
Is a certificate issued after Keras Initiation 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 Keras Initiation 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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