Python & Data Science
4.7
5 out of
658
meetings
Customize this training theme
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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 help of the leading experts in Data Science 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.
Fanjuan Shi
CIO & CDO
Fanjuan Shi
CIO & CDO
Fanjuan Shi
CIO & CDO
Fanjuan Shi
CIO & CDO
Fanjuan Shi
CIO & CDO
Fanjuan Shi
CIO & CDO
Maxence Haouari
Engineering Manager
Maxence Haouari
Engineering Manager
Maxence Haouari
Engineering Manager
Maxence Haouari
Engineering Manager
Maxence Haouari
Engineering Manager
Maxence Haouari
Engineering Manager
Claire Gouze
Head of Data
Claire Gouze
Head of Data
Claire Gouze
Head of Data
Claire Gouze
Head of Data
Claire Gouze
Head of Data
Claire Gouze
Head of Data
Program Type
Program Type
SECTION 1
Introduction and Data Handling
Exploration of the Python environment with Jupyter Notebook or Google Colab.
Mastery of lists, tuples, dictionaries, and sets to efficiently organize and manipulate data.
Utilization of multidimensional arrays and numerical calculations to optimize data processing with NumPy.
Analysis with Pandas
Creation and manipulation of DataFrames, handling of missing data, and basic operations.
Techniques for dealing with disorganized data and performing basic transformations.
Identifying trends and anomalies in a dataset.
[WORKSHOP]
Hands-on Group Workshop
Participants will handle a simple dataset using Jupyter Notebook and Pandas, then apply basic calculations and create simple visualizations.
SECTION 2
Exploratory Analysis and Visualization:
Calculation of central tendencies, dispersion, and aggregations with Pandas.
Creation of static charts (lines, bars, scatter plots).
Generation of interactive charts and dynamic dashboards.
Introduction to Machine Learning
Introduction to key concepts and methodologies.
Using scikit-learn to develop a basic predictive model.
Analysis of results to optimize the model.
[WORKSHOP]
Hands-on Group Workshop
The participants will analyze a more complex dataset, create interactive visualizations, and develop a simple predictive model.
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
Learn more
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?
Python & Data Science
4.7
5 out of
658
meetings
Custom-designed by experts employed at the most innovative companies in the market, our Python training courses for data science provide you with a comprehensive and practical experience to effectively learn how to manipulate and analyze data.
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
Python & Data Science
4.7
5 out of
658
meetings
Customize this training theme
Customize this training theme
Python & Data Science
4.7
5 out of
658
meetings
Customize this training theme
Customize this training theme