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Machine Learning Acceleration Workshops


Intensive and practical workshops for developers and managers. Learn ML and how to apply it to your own projects. Focus on its most essential and impactful aspects. Use the hottest techniques and the best tools.

See available options

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Machine Learning Acceleration Workshops


Intensive and practical workshops for developers and managers. Learn ML and how to apply it to your own projects. Focus on its most essential and impactful aspects. Use the hottest techniques and the best tools.

See available options

Content


Content


For managers and developers

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Introduction to ML

Key concepts, use cases, possibilities, and limitations. How to choose the best ML solution / tools / APIs / platforms for your organization.

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Decisions from predictions

Interpreting predictive models, confidence values, and errors. Using predictions to create new value in your application / business / process.

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Defining your use cases

Understanding and using the Machine Learning Canvas to formalize ML problems. Identifying “low-hanging fruit” in ML usage for your own project.

For developers

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Learning techniques

  • Supervised: Decision Trees, Random Forests, Gradient Boosting, Logistic Regression
  • Unsupervised: Anomaly Detection (isolation forests), Clustering (k-means)
  • Deep Learning: Neural Networks, Transfer Learning
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Workflows

  • Data processing pipelines: cleaning, natural language processing, feature engineering
  • Model selection: evaluation, performance metrics, cross-validation, parameter tuning
  • Deployment in production
  • REST APIs for real-world ML
 

Tools

  • Basics: Docker, Anaconda, Jupyter, Flask
  • Open source ML: Scikit-learn, SKLL, Xgboost, Hyperopt, Keras, Tensorflow, Pandas
  • ML platforms: Dataiku, BigML, Microsoft Azure ML

 

Testimonials


Testimonials


Everyone was really glad they came — growth project manager, product manager, system architect & devs.
Nicolas Schwartz,
Tech Lead at BlaBlaCar
Louis is an excellent teacher, you can feel how knowledgeable and passionate he is. I highly recommend this course!
— Charles Camus, Web Dev at Groupe Express
Very good workshop to demystify Machine Learning solutions and how to put them in practice.
— Sylvain Centelles, SW Dev Manager at Intel

Unique approach


Unique approach


A unique approach to ML training & consulting

  • Complete overview of ML, from data pre-processing to deployment in production.
  • Top-down, results-first and experimentation-driven approach. Focus on practical and real-world ML applied to concrete case studies. Experiment faster with ML-as-a-Service and ML studios.
  • [Devs] Tools & open-source libraries pre-installed for you (in a cluster or a container).
  • Free electronic copy of Bootstrapping Machine Learning and additional resources (code, videos...) to share within your team.
 

Learn from an international expert

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Hi, I'm Louis. I'm an independent consultant. I help companies get started with Machine Learning and I teach at University College London School of Management.

I'm also the author of Bootstrapping Machine Learning and the general chair of PAPIs (International Conference on Predictive Applications and APIs). I draw on my experience and knowledge of the industry's best practices, most-used techniques and modern tools to provide you with the best advice and the most relevant content.

Options available


Options available


Options

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Corporate workshops*

I'll come to your offices to deliver a dedicated workshop for your team (part training, part consulting).

➤ 2 days: $5000
➤ 3 days: $6500

(*) not including special customizations; additional travel expenses may apply

 

Public workshops

I teach workshops of 1 to 3 days in various locations (US, Europe, Middle East, etc.) throughout the year, with different companies attending.

➤ Up to $800 /participant /day
(depending on class size and location)

 
 

Coaching and customized assistance

Get exclusive time with me to continue helping you after the workshop. I'll answer your questions, I'll guide you in your ML projects and I'll assist you in the implementation. Weekly meetings, email support, dedicated chat channel.

➤ 8 hours /month: $1200
(recommended; other volumes can be discussed)

Online workshops

Get the same content as in the public workshops, delivered online. You'll still be able to ask questions live, plus you’ll get access to the workshop video recording, and to all the resources.

➤ $400 /participant /day (7 hour)

🇫🇷 Votre entreprise est domiciliée en France? Les ateliers inter- et intra-entreprise rentrent dans le cadre de la formation professionnelle et sont finançables par OPCA!