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Founded by passionate advocates of learning and innovation, Learni set out to make professional training accessible to everyone, everywhere in the world. Our team works in the largest cities such as Paris, Lyon, Marseille, and internationally, to support talents and organizations in their skills development.
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The Training Amazon AI: Mastering AWS Artificial Intelligence Solutions training is delivered in-person or remotely (blended-learning, e-learning, virtual classroom, remote in-person). At Learni, a Qualiopi-certified training organization, each program is designed to maximize skills acquisition, regardless of the training mode chosen.
The trainer alternates between demonstrative, interrogative, and active methods (through practical exercises and/or real-world scenarios). This pedagogical approach ensures concrete and directly applicable learning in the workplace.
To ensure the quality of the Training Amazon AI: Mastering AWS Artificial Intelligence Solutions training, Learni provides the following teaching resources:
For in-house training at a location external to Learni, the client ensures and commits to having all necessary teaching materials (IT equipment, internet connection...) for the proper conduct of the training action in accordance with the prerequisites indicated in the communicated training program.
The assessment of skills acquired during the Training Amazon AI: Mastering AWS Artificial Intelligence Solutions training is carried out through:
Learni is committed to the accessibility of its professional training programs. All our training programs are accessible to people with disabilities. Our teams are available to adapt teaching methods to your specific needs. Do not hesitate to contact us for any accommodation request.
Learni training programs are available for inter-company and intra-company settings, both in-person and remote. Registration is possible up to 48 business hours before the start of training. Our programs are eligible for OPCO, Pôle emploi, and FNE-Formation funding. Contact us to discuss your training project and funding possibilities.
Presentation of artificial intelligence on the AWS Cloud. Key differences between Machine Learning, Deep Learning, and traditional AI. Discovery of the AI ecosystem, managed vs. customized services. Concrete use cases of AI on Amazon (automation, text/image analysis, voice assistants, etc.). Hands-on with the AWS interface and first steps with Amazon AI Platform.
Principles and architecture of SageMaker. Building an ML pipeline: data preparation, training, evaluation, and model deployment. Using AutoML, collaboration with Jupyter Notebooks, version management. Securing data and best practices to optimize performance and cost. Practical exercises: image classification and anomaly detection.
Presentation and hands-on with ready-to-use Amazon AI services: Rekognition (image and video analysis), Lex (voice and text chatbot), Comprehend (automatic language analysis), Polly (text-to-speech). Integration scenarios into business applications. Practical workshops: developing an assistant via Lex, document analysis with Comprehend, automated audio creation with Polly. Managing permissions, security, monitoring, and cost analysis.
Designing an end-to-end AI project on AWS. Deploying models in production. Monitoring performance and managing logs via CloudWatch. Scaling strategies, optimization, and workflow automation. Security audit, data governance, and compliance with regulations (GDPR).
Realization of supervised mini-projects to integrate multiple Amazon AI services into a real application: recommendation engine, document management automation, intelligent customer support. Feedback, developing a roadmap to industrialize AI solutions on AWS. Q&A time and personalized coaching.
Target audience
Developers, Data Scientists, technical leads, and project managers wishing to leverage AWS artificial intelligence solutions
Prerequisites
Basic knowledge of AWS Cloud and Python or JavaScript programming languages
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