Yotta Academy

Item: Yotta Academy
Rating: 5.0
Author: Johann

Paris

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5.0/5

11 reviews

About Yotta Academy

Location: Paris

Yotta Academy's Machine Learning Engineering bootcamp is the new state-of-the-art training every data enthusiastic dreams about. A bridge between research centers, data labs and companies. It is a high profile program designed by the best professional... Read More

This bootcamp mixes carefully selected profiles -recent graduates (minimum Master's degree in maths, physics, computer science, stats), young professionals and PhDs, all of them data experts with high potential- and turns them into operational ML engineers in just 4 months.

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Courses

Machine Learning Engineering Bootcamp

Cost: €7,000 - €10,000

Duration: 16 weeks

Locations: Paris

In-person Only

Course Description:

Basics: intensive upskilling of the cohort on maths, CS and programing
> Linux, Bash, Git & Gitlab application, Advanced Python, Linear Algebra, Probabilities, Bayesian statistics, SQL & Postgre application, Intro to architecture

Data Science: mastering of fundamentals in Data Science, from classic ML algorithms to state-of-the-art Deep Learning and NLP and also focused on models interpretability.
> Machine Learning: Scikit Learn, Pipelines, SHAP
> Deep Learning: TensorFlow, PyTorch
> NLP & NLU: NLTK, Gensim, Dialogflow, SpaCy, Transformers, etc.

Engineering: extensive overview and practice of tools, skills and best practices in developing that any MLE should master
> Devops for Data Science: Gitlab CI/CD, Pytest, Docker, Kubernetes
> Cloud Computing: GCP & AWS applications
> Big Data Processing: Spark, ElasticSearch, DASK, NoSQL and NewSQL
> MLOPs & Model Lifecycle management: MLflow, Model drifting detection

Soft Skills: understand the role of a MLE in a company, be aware of what's at stakes in an AI ecosystem, acquire the necessary skills to navigate efficiently in project development
> Data & companies: ethics, GDPR, Factory Data
> Agile training

+ Individual and group projects sessions and case studies

Subjects:
Linux, Git, Github, PostgreSQL, Bash, Python, Machine Learning, SQL, Tensorflow, Data Science, Big Data

Yotta Academy Reviews

Average Ratings (All Programs)

5.0/5 (11 reviews)

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Johann

Machine learning engineer | Graduated: 2020

7/6/2020

Course
Machine Learning Engineering Bootcamp

Overall

Curriculum

Job Support

""Le bootcamp idéal pour tout ceux qui ne veulent pas uniquement créer un modèle mais également le mettre en production!""

Une excellente formation qui permet une montée en compétence certaine pour le poste de machine learning engineer. Le rythme est soutenu et les cours sont de très bonnes qualités. Au delà de l'aspect purement théorique, on s'attache à "builder" from scratch... Read More

Enfin, les formateurs actuellement en poste en entreprise s'attachent à transmettre les connaissances à l'état de l'art aussi bien en ML qu'en DL mais également sur l'intelligibilité des modèles , leur cycle de vie en production.

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