Data Science & Machine Learning
4.7
5 out of
658
meetings
Customize this training theme
Customize this training theme
What you will learn during this training
What you will learn during this training
What you will learn during this training
What you will learn during this training
What you will learn during this training
What you will learn during this training
This program was developed with the assistance of leading Data experts and will notably enable you to:
Our Expert Trainers
Our Expert Trainers
Our Expert Trainers
Our Expert Trainers
Our Expert Trainers
Our Expert Trainers
Employed at the most innovative companies on the market, they will deliver their best methods to you and share their successes as well as their failures.
Adrien Morvan
Data Science Manager
Adrien Morvan
Data Science Manager
Adrien Morvan
Data Science Manager
Adrien Morvan
Data Science Manager
Adrien Morvan
Data Science Manager
Adrien Morvan
Data Science Manager
Marie Crappe
Head of Data Science & Analytics
Marie Crappe
Head of Data Science & Analytics
Marie Crappe
Head of Data Science & Analytics
Marie Crappe
Head of Data Science & Analytics
Marie Crappe
Head of Data Science & Analytics
Marie Crappe
Head of Data Science & Analytics
Bettina Hermant
Senior Machine Learning Engineer
Bettina Hermant
Senior Machine Learning Engineer
Bettina Hermant
Senior Machine Learning Engineer
Bettina Hermant
Senior Machine Learning Engineer
Bettina Hermant
Senior Machine Learning Engineer
Bettina Hermant
Senior Machine Learning Engineer
Program Type
Program Type
SECTION 1
Introduction and Fundamentals
Comprehensive understanding of the entire process, from data collection to result interpretation
Exploration of machine learning types (supervised, unsupervised, reinforcement learning)
Essential techniques for effectively cleaning and preprocessing data
Assessment
Understanding the key metrics to evaluate the performance of Machine Learning models
Sharing results and challenges encountered during data preparation
[WORKSHOP]
Hands-on Group Workshop
The participants will work on a real dataset to conduct an exploratory analysis and prepare the data for Machine Learning.
SECTION 2
Advanced Models and Generative AI
Implementation of classical models such as logistic regression or decision trees
Understanding fundamental concepts of deep learning and their role in generative AI
Key concepts of General Adversarial Networks and language models like GPT
Deployment
Techniques for deploying models in production and interpreting their results, including for generative AI
Discussion on model results and exploration of improvement avenues
[WORKSHOP]
Hands-on Group Workshop
Development of a simple predictive model with Scikit-learn
5
/5
"I found the balance between theory and practice to be ideal, along with constructive feedback. Additionally, sharing each person's work allows us to see how information can be highlighted."
Romane, Project Manager for Customer Care Europe at Chanel
5
/5
"I found the balance between theory and practice to be ideal, along with constructive feedback. Additionally, sharing each person's work allows us to see how information can be highlighted."
Romane, Project Manager for Customer Care Europe at Chanel
5
/5
"I found the balance between theory and practice to be ideal, along with constructive feedback. Additionally, sharing each person's work allows us to see how information can be highlighted."
Romane, Project Manager for Customer Care Europe at Chanel
5
/5
"I found the balance between theory and practice to be ideal, along with constructive feedback. Additionally, sharing each person's work allows us to see how information can be highlighted."
Romane, Project Manager for Customer Care Europe at Chanel
5
/5
"I found the balance between theory and practice to be ideal, along with constructive feedback. Additionally, sharing each person's work allows us to see how information can be highlighted."
Romane, Project Manager for Customer Care Europe at Chanel
Our Training Formats
Our Training Formats
Tailor-made programs, 100% adapted to your business needs and proficiency level.
Mentoring - Individual Training
An individual program lasting between 4 and 6 weeks
Learn more
Mentoring - Individual Training
An individual program lasting between 4 and 6 weeks
Learn more
Mentoring - Individual Training
An individual program lasting between 4 and 6 weeks
Learn more
Mentoring - Individual Training
An individual program lasting between 4 and 6 weeks
Learn more
Mentoring - Individual Training
An individual program lasting between 4 and 6 weeks
Learn more
Mentoring - Individual Training
An individual program lasting between 4 and 6 weeks
Learn more
Corporate Workshop - Group Training
A collective journey of 3 to 10 people
Learn more
Corporate Workshop - Group Training
A collective journey of 3 to 10 people
Learn more
Corporate Workshop - Group Training
A collective journey of 3 to 10 people
Learn more
Corporate Workshop - Group Training
A collective journey of 3 to 10 people
Learn more
Corporate Workshop - Group Training
A collective journey of 3 to 10 people
Learn more
Corporate Workshop - Group Training
A collective journey of 3 to 10 people
Learn more
Conferences & Learning Event
Inspiring and impactful conferences
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Conferences & Learning Event
Inspiring and impactful conferences
Learn more
Conferences & Learning Event
Inspiring and impactful conferences
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Conferences & Learning Event
Inspiring and impactful conferences
Learn more
Conferences & Learning Event
Inspiring and impactful conferences
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Conferences & Learning Event
Inspiring and impactful conferences
Learn more
E-learning Courses
Transform your team with our online training programs
Learn more
E-learning Courses
Transform your team with our online training programs
Learn more
E-learning Courses
Transform your team with our online training programs
Learn more
E-learning Courses
Transform your team with our online training programs
Learn more
E-learning Courses
Transform your team with our online training programs
Learn more
E-learning Courses
Transform your team with our online training programs
Learn more
4.8
/5
"The blend between professional experience and 'theory' is very interesting and makes the sessions more practical and dynamic."
Stéphanie, Head of Data Protection at Société Générale
4.8
/5
"The blend between professional experience and 'theory' is very interesting and makes the sessions more practical and dynamic."
Stéphanie, Head of Data Protection at Société Générale
4.8
/5
"The blend between professional experience and 'theory' is very interesting and makes the sessions more practical and dynamic."
Stéphanie, Head of Data Protection at Société Générale
4.8
/5
"The blend between professional experience and 'theory' is very interesting and makes the sessions more practical and dynamic."
Stéphanie, Head of Data Protection at Société Générale
4.8
/5
"The blend between professional experience and 'theory' is very interesting and makes the sessions more practical and dynamic."
Stéphanie, Head of Data Protection at Société Générale
Frequently Asked Questions
Frequently Asked Questions
Why choose On train over other types of training?
Why choose On train over other types of training?
Why choose On train over other types of training?
Why choose On train over other types of training?
Why choose On train over other types of training?
Why choose On train over other types of training?
How do you select your trainers?
How do you select your trainers?
How do you select your trainers?
How do you select your trainers?
How do you select your trainers?
How do you select your trainers?
What are the financing options for training programs?
What are the financing options for training programs?
What are the financing options for training programs?
What are the financing options for training programs?
What are the financing options for training programs?
What are the financing options for training programs?
What is On train's teaching method?
What is On train's teaching method?
What is On train's teaching method?
What is On train's teaching method?
What is On train's teaching method?
What is On train's teaching method?
Data Science & Machine Learning
4.7
5 out of
658
meetings
Tailored by experts working in the most innovative companies in the market, our Data Science & Machine Learning training provides you with a comprehensive and practical experience for advanced analyses and real-world applications.
Customize this training theme
Customize this training theme
Customize this training theme
Customize this training theme
Customize this training theme
Learn from the top industry experts, current leaders
Custom training tailored to your specific objectives
Practice with real cases from your sector and your industry
Custom format individual/workshops/collective in-person/remote
Your tailor-made training, delivered by experts currently working in leading tech and AI companies.
Training Programs
Formats
Copyright © 2025 OnTrain
Your tailor-made training, delivered by experts currently working in leading tech and AI companies.
Training Programs
Copyright © 2025 OnTrain
Your tailor-made training, delivered by experts currently working in leading tech and AI companies.
Copyright © 2025 OnTrain
Your tailor-made training, delivered by experts currently working in leading tech and AI companies.
Copyright © 2025 OnTrain
Your tailor-made training, delivered by experts currently working in leading tech and AI companies.
Training Programs
Copyright © 2025 OnTrain
Your tailor-made training, delivered by experts currently working in leading tech and AI companies.
Copyright © 2025 OnTrain
Data Science & Machine Learning
4.7
5 out of
658
meetings
Customize this training theme
Customize this training theme
Data Science & Machine Learning
4.7
5 out of
658
meetings
Customize this training theme
Customize this training theme