Is the training Qualiopi certified?

Yes, Learni is a Qualiopi-certified training organization. This certification guarantees the quality of our courses and enables funding through OPCO and other mechanisms.

How can I fund my training?

Our courses are eligible for OPCO funding. Learni supports you through the funding process. A personalized quote is available upon request.

What are the prerequisites for this training?

The prerequisites for the Formation Pandas - Maîtriser l'analyse de données avancées training are: Maîtrise de Python ES6+, bases en manipulation de données et NumPy. A preliminary interview validates your eligibility.

Is the training available in person?

Yes, the Formation Pandas - Maîtriser l'analyse de données avancées training is available in présentiel. The format can be adapted to your needs (inter, intra, custom).

Formation Pandas - Maîtriser l'analyse de donnée... | Learni

The story of Learni

Founded by passionate advocates of learning and innovation, Learni set out to make professional training accessible to everyone, everywhere in the world. Our team works in the largest cities such as Paris, Lyon, Marseille, and internationally, to support talents and organizations in their skills development.

Configure your training

Response within 24hNo commitment100% free

7 spots remaining for the next session

FormatParticipantsDateDetails

Which format do you prefer?

Methods, approaches, and teaching resources

The Formation Pandas - Maîtriser l'analyse de données avancées training is delivered in-person or remotely (blended-learning, e-learning, virtual classroom, remote in-person). At Learni, a Qualiopi-certified training organization, each program is designed to maximize skills acquisition, regardless of the training mode chosen.

The trainer alternates between demonstrative, interrogative, and active methods (through practical exercises and/or real-world scenarios). This pedagogical approach ensures concrete and directly applicable learning in the workplace.

Teaching resources provided

To ensure the quality of the Formation Pandas - Maîtriser l'analyse de données avancées training, Learni provides the following teaching resources:

Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, video projector or interactive touchscreen (for remote sessions)
Training environments installed on workstations or accessible online
Course materials, practical exercises, and supplementary resources
Post-training access to materials and teaching resources

For in-house training at a location external to Learni, the client ensures and commits to having all necessary teaching materials (IT equipment, internet connection...) for the proper conduct of the training action in accordance with the prerequisites indicated in the communicated training program.

* contact us for remote feasibility** ratio varies depending on the training followed

Assessment methods

The assessment of skills acquired during the Formation Pandas - Maîtriser l'analyse de données avancées training is carried out through:

During training: case studies, practical exercises, and professional scenarios
At the end of training: self-assessment questionnaire and skills evaluation by the trainer
After training: training completion certificate detailing acquired skills

Training accessibility

Learni is committed to the accessibility of its professional training programs. All our training programs are accessible to people with disabilities. Our teams are available to adapt teaching methods to your specific needs. Do not hesitate to contact us for any accommodation request.

Training objectives

Maîtriser les DataFrames et Series Pandas pour des analyses professionnelles

Développer des compétences en nettoyage et transformation de datasets massifs

Implémenter des opérations groupby et merge pour insights entreprise certifiants

Optimiser les performances Pandas avec vectorisation et apply avancés

Concevoir des pipelines de données automatisés en contexte professionnel

Intégrer Pandas à des workflows data science pour compétences certifiantes

Training program

Module 1Fondamentaux Pandas : structures de données avancées (DataFrames, Series, Index multi-niveaux)

Découvrez la création et manipulation experte de DataFrames et Series Pandas sur datasets réels d'entreprise, explorez méthodes head, tail, describe, info pour profiling rapide, pratiquez indexation hiérarchique, slicing conditionnel et tri optimisé, réalisez exercices concrets avec génération de rapports préliminaires, appliquez tout sur un cas business pour visualiser gains immédiats en productivité analytique.

Module 2Manipulation Pandas : nettoyage transformation merge groupby (handling missing values, pivots)

Plongez dans le nettoyage avancé de données avec fillna, dropna, interpolation sur volumes massifs, transformez via applymap, map et vectorisation pour accélérer traitements, maîtrisez merge, join, concat pour fusionner sources hétérogènes, exploitez groupby agg transform pour agrégations complexes, testez sur projets entreprise réels avec production de datasets propres prêts pour modélisation, mesurez impacts sur temps d'analyse réduit de moitié.

Module 3Analyse optimisation Pandas : performances pipelines visualisation (Matplotlib Seaborn integration)

Optimisez Pandas pour big data via chunking, categorical dtypes et engines rapides comme Modin, concevez pipelines end-to-end avec pipe et custom functions, intégrez visualisations natives plot ou via Matplotlib Seaborn pour dashboards interactifs, déployez scripts automatisés sur cas concrets d'entreprise, évaluez scalabilité avec timeit et profiling, produisez livrables déployables en production pour booster décisions data-driven certifiantes.