The fundamentals
of
Data & AI
Préparez-vous sereinement : la formation qui mène aux bootcamps Data Analyst & IA et AI Engineer.
python
DATA VISUALIZATION
plotly
IA GENERATIVE
seaborn
pandas
"They trust us".
Student satisfaction
Rate of return to employment
Obtaining certifications
Who is it for? this training?
100% financed: CPF, France Travail, Région, OPCO, ...
Training essentials
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Target audience
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Prerequisites
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Admission
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Certification
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Session dates
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Financing solutions
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Made to measure
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Cost & Organization
Who is this program for?
Students and recent graduates wishing to acquire the basics of Data and AI before specializing.
Individuals undergoing professional retraining with no prior technical background, wishing to enter the Data and AI professions.
Business and IT professionals who want to understand the uses of data and strengthen their skills to collaborate with technical teams.
Entrepreneurs et décideurs cherchant à exploiter leurs données et découvrir le potentiel de l’IA dans leurs projets.
Professionnels de la Tech désirant consolider leurs connaissances de base en Python, SQL and data visualisation avant de suivre un bootcamp avancé.
Prerequisites for joining the course
No technical prerequisites in programming or advanced mathematics are required.
Be comfortable with everyday computer use (web browsing, office automation, file handling).
Curiosity about data, analytics and AI, and a willingness to learn.
Recommandé) Disposer d’un ordinateur personnel avec une connexion internet stable et la possibilité d’installer des logiciels (Python, Jupyter Notebook, etc.).
Admission stages
Step 1: Personalized appointment with an advisor to define your project.
Step 2: Project validation and alignment with your career objectives.
Step 3: Assess whether the proposed duration and pace match your needs.
Step 4: Placement test & validation of prerequisites to ensure your success.
Step 5: Validation of financing with the support of our experts.
Step 6: Session planning and official launch of the adventure at DATAROCKSTARS.
Recognized certifications
Get the RS6763 et préparez-vous aux bootcamps Data Analyst & AI Engineer.
Grâce à ce parcours préparatoire, vous apprenez à manipuler, analyser et visualiser des données avec Python, tout en acquérant les bases solides pour réussir dans des formations avancées.
Recognized certification, practical skills, and a direct springboard to the most sought-after Data & AI professions.
Dates & registration
We launch new promotions every month.
Contact us for exact dates and a detailed calendar.
Solutions tailored to your profile
We do our utmost to identify the most suitable financing solutions for your business.
your situation.
An advisor will be happy to discuss this with you.
Personalized support
Our training courses are designed to meet your specific needs. Together, we build a course
to meet your educational objectives.
Contact our teams for personalized support.
The course lasts 2 weeks in blended learning at a cost of 1,800 INCL. VAT.
Price includes training and certification RS6763 – “Manipuler, analyser et visualiser des données grâce aux modules Python de Data Science”.
Detailed program training
Module 1: Introduction to Data & AI
Panorama de la data et de ses usages (analyse, IA, Big Data)
Place de l’IA aujourd’hui : Machine Learning, Deep Learning, cas d’usage concrets
Les métiers de la Data & IA (Data Analyst, Data Scientist, Data Engineer, ML Engineer)
Understanding the Data/IA project lifecycle
Module 2: SQL for Data
Introduction aux bases de données relationnelles
Simple queries (SELECT, WHERE, ORDER BY, LIMIT)
Joins and aggregations (JOIN, GROUP BY, COUNT, SUM, AVG)
Manipulation de données pour l’analyse
Module 3: Scientific Python ecosystem
Introduction à Python pour la Data
Installation and management of environments (pip, conda, venv)
Outils : Jupyter Notebook, JupyterLab, VS Code
Tour d’horizon des librairies Data Science
Module 4: NumPy: data manipulation
Tableaux et matrices
Indexing, slicing and broadcasting
Mathematical and statistical operations
Import/export de données simples
Module 5: Pandas: manipulating tabular data
Series and DataFrames
Import/export (CSV, Excel)
Sélection, filtrage et nettoyage de données
Handling missing values
Module 6: Advanced Pandas
GroupBy, aggregations and pivot tables
Jointures et fusion de données
Gestion des données temporelles
Tréation de jeux de données propres pour l’analyse
Module 7: Visualization with Matplotlib
Basic graphics: curves, histograms, bars, scatterplots
Graph formatting (titles, axes, legends)
Creating multiple visualizations
Module 8: Advanced visualization with Seaborn
Statistical graphics (boxplot, violinplot, heatmap)
Analyse exploratoire rapide avec Seaborn
Visualisation de corrélations
Module 9: Interactive visualization with Plotly
Interactive graphics (line, bar, scatter)
3D graphics and maps
Interactive case studies
Module 10: Synthesis project
Nettoyer et analyser un dataset complet (ex : données open data, e-commerce, santé)
Create clear, impactful visualizations
Results presentation
Detailed program training
Module 1: Introduction to Data & AI
Panorama de la data et de ses usages (analyse, IA, Big Data)
Place de l’IA aujourd’hui : Machine Learning, Deep Learning, cas d’usage concrets
Les métiers de la Data & IA (Data Analyst, Data Scientist, Data Engineer, ML Engineer)
Understanding the Data/IA project lifecycle
Module 2: SQL for Data
Introduction aux bases de données relationnelles
Simple queries (SELECT, WHERE, ORDER BY, LIMIT)
Joins and aggregations (JOIN, GROUP BY, COUNT, SUM, AVG)
Manipulation de données pour l’analyse
Module 3: Scientific Python ecosystem
Introduction à Python pour la Data
Installation and management of environments (pip, conda, venv)
Outils : Jupyter Notebook, JupyterLab, VS Code
Tour d’horizon des librairies Data Science
Module 4: NumPy: data manipulation
Tableaux et matrices
Indexing, slicing and broadcasting
Mathematical and statistical operations
Import/export de données simples
Module 5: Pandas: manipulating tabular data
Series and DataFrames
Import/export (CSV, Excel)
Sélection, filtrage et nettoyage de données
Handling missing values
Module 6: Advanced Pandas
GroupBy, aggregations and pivot tables
Jointures et fusion de données
Gestion des données temporelles
Tréation de jeux de données propres pour l’analyse
Module 7: Visualization with Matplotlib
Basic graphics: curves, histograms, bars, scatterplots
Graph formatting (titles, axes, legends)
Creating multiple visualizations
Module 8: Advanced visualization with Seaborn
Statistical graphics (boxplot, violinplot, heatmap)
Analyse exploratoire rapide avec Seaborn
Visualisation de corrélations
Module 9: Interactive visualization with Plotly
Interactive graphics (line, bar, scatter)
3D graphics and maps
Interactive case studies
Module 10: Synthesis project
Nettoyer et analyser un dataset complet (ex : données open data, e-commerce, santé)
Create clear, impactful visualizations
Results presentation
Pedagogical innovation for your success
Le monde évolue vite : vos formations doivent s’adapter à vos contraintes, à votre rythme et aux nouvelles façons d’apprendre. Chez nous, l’innovation pédagogique est au cœur de chaque parcours : pratique, flexible et personnalisée pour garantir une montée en compétence immédiate et durable.
THE AI integrated into your training programme
Peu importe la formation choisie, nous avons repensé toute notre ingénierie pédagogique pour y intégrer l’intelligence artificielle.
Dans vos projets fil rouge, les modules et les sessions d’accompagnement, vous apprendrez à utiliser l’IA pour innover, analyser et automatiser, tout en cultivant les bons réflexes et la réflexion éthique.
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Working with AI in your projects
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Discover advanced tools for your domain
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Being ready for the market of the future
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Boost your skills and become an augmented student
A development platform all-in-one
The complete route Datarockstars
Forgez votre succès avec la data science : Plongez dans notre formation pour développer des compétences essentielles et recherchées.
Cette formation est certifiante est délivre un diplôme d’état : Certification RNCP de niveau 6 (équivalent à un BAC+3/4 sur le marché du travail)
Discovery & Integration
L’aventure démarre par une immersion dans l’univers de la data, de l’IA et de la cybersécurité. Nos apprenants découvrent les métiers, renforcent leurs bases techniques et prennent en main les outils indispensables pour réussir.
Training & Projects
The course culminates in a "red thread" project presented to a professional jury. This stage officially validates the skills acquired and crowns the course with a DataRockstars certification recognized on the market.
Certification
At the end of the course, a final project is presented to a jury to validate skills and obtain Datarock Stars certification.
Professional integration
We don't just train you in a profession, we accompany you all the way to employment. Personalized coaching, job dating, access to our network of partner companies: everything is done to speed up your recruitment.
Network & Community
With DataRockstars, training is just the beginning. You become part of an active community of alumni and professionals. Participate in exclusive events, masterclasses, hackathons, afterworks... You're now part of a close-knit family that shares the same values and opens doors throughout your career.
Data & AI professions that await you tomorrow!
A panorama of the most sought-after professions in the Data & AI sector
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AI Engineer
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Data Scientist
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Data Analyst
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Data Engineer
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MLOps Engineer
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Data Architect
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Data Product Manager
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Data Steward (Governance)
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NLP Engineer (LLMs)
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Computer Vision Engineer
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Database Administrator (DBA)
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Chief Data Officer (CDO)
Launch your career and find
a job!
Testimonials from our students
Why choose our training?
At DATAROCKSTARS, the satisfaction of our learners is our greatest success. Thanks to innovative teaching methods, tailor-made support and concrete projects, our students develop solid skills that are directly applicable in the job market.
Make an appointment now!
- Call our experts
Simple, effective and free of charge, if you need to find out if this training is right for you, our experts are here to help.
Do you have any questions?
Our teaching experts are here to answer your questions, so don't hesitate to apply!