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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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30 free minutes with a training advisor — no commitment.
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Don't let this gap widen
Without MLflow, 70% of ML projects fail due to lack of reproducibility, according to Gartner.
Waste 20-30 hours per sprint recreating lost environments, lose optimal hyperparameters causing 15% lower performance, deploy unstable models generating 5000€ in monthly business losses from erroneous predictions.
Avoid project delays, team frustrations, scalability failures.
With MLflow, track everything, version reliably, deploy risk-free, boost ML ROI by 40%.
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The Training MLflow - Master ML Project Management 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 MLflow - Master ML Project Management 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 MLflow - Master ML Project Management 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.
Install MLflow, launch a tracking server, track experiments with Scikit-learn and TensorFlow on concrete classification cases, compare hyperparameters via the interactive UI, register versioned models in the registry, deploy in REST serving, integrate with a GitHub Actions pipeline, produce a results dashboard and a ready-to-use deployed model, transform your ML workflows into reproducible successes.
Target audience
Data Scientists, ML Engineers, AI Developers upskilling
Prerequisites
Mastery of Python, basics in Machine Learning (Scikit-learn, TensorFlow), Git usage
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