Comprehensive Python Training

Unlock the power of Python with in-depth training tailored for data science and analysis.

Data Science Techniques

Learn cutting-edge techniques to analyze data effectively and derive actionable insights.

Real-world Projects

Apply your skills to real-world projects and build a strong portfolio.

About the Course

Embark on a transformative journey into the realm of data science and analysis with our comprehensive Python course. Delve into the intricacies of Python programming, data manipulation, and analysis in French. Gain practical skills and valuable insights to excel in the data-driven industry. Join us now and unleash your potential!

Meet Your Instructor

Bonjour! I'm [Your Name], your guide on this exciting Python adventure. With years of experience in data science and a passion for teaching, I'm dedicated to helping you master Python for data analysis. Let's dive deep into Python together and unlock the secrets of data science!

Course Curriculum

16 Chapters · 41 Lessons

  1. 1

    Introduction à Python et la Science des Données

    1. (Included in full purchase)

      Le rôle de Python en Science des Données

  2. 2

    Manipulation de Données avec Pandas

    1. (Included in full purchase)

      Nettoyage et Préparation des Données

  3. 3

    Analyse des Données avec NumPy et SciPy

    1. (Included in full purchase)

      Statistiques avec SciPy

  4. 4

    Visualisation des Données

    1. (Included in full purchase)

      Créer des Visualisations Avancées

  5. 5

    Étude de Cas Pratique

    1. (Included in full purchase)

      Interpréter les Résultats et Rédiger un Rapport

  6. 6

    Chapitre 00 - Introduction et Installation

    1. (Included in full purchase)

      Pr sentation du cours

    2. (Included in full purchase)

      Installer l environnement Data Science

    3. (Included in full purchase)

      Premier script Pandas

  7. 7

    Chapitre 01 - NumPy essentiel

    1. (Included in full purchase)

      Arrays NumPy vs listes Python

    2. (Included in full purchase)

      Op rations vectoris es

    3. (Included in full purchase)

      Broadcasting rapide

  8. 8

    Chapitre 02 - Pandas Series et DataFrames

    1. (Included in full purchase)

      Cr er une Series

    2. (Included in full purchase)

      Cr er un DataFrame

    3. (Included in full purchase)

      Acc der aux donn es (.loc et .iloc)

    4. (Included in full purchase)

      Modifier et filtrer

  9. 9

    Chapitre 03 - Lecture et ecriture de donnees

    1. (Included in full purchase)

      CSV avec read_csv et to_csv

    2. (Included in full purchase)

      Excel, JSON et Parquet

    3. (Included in full purchase)

      Bases de donn es SQL

  10. 10

    Chapitre 04 - Nettoyage de donnees

    1. (Included in full purchase)

      Valeurs manquantes (NaN)

    2. (Included in full purchase)

      Doublons et incoh rences

    3. (Included in full purchase)

      Types de donn es et conversion

  11. 11

    Chapitre 05 - Agregations et groupby

    1. (Included in full purchase)

      groupby de base

    2. (Included in full purchase)

      agg sur plusieurs colonnes

    3. (Included in full purchase)

      Pivot tables

  12. 12

    Chapitre 06 - Jointures et fusions

    1. (Included in full purchase)

      merge comme en SQL

    2. (Included in full purchase)

      concat vs merge

    3. (Included in full purchase)

      join et index

  13. 13

    Chapitre 07 - Visualisations rapides

    1. (Included in full purchase)

      plot Pandas direct

    2. (Included in full purchase)

      Matplotlib pour DS

    3. (Included in full purchase)

      Seaborn pour statistiques

  14. 14

    Chapitre 08 - Pipeline d'analyse complet

    1. (Included in full purchase)

      structurer un projet DS

    2. (Included in full purchase)

      Pipeline end-to-end

    3. (Included in full purchase)

      Bonnes pratiques

  15. 15

    Chapitre 09 - Projet final

    1. (Included in full purchase)

      Pr sentation projet ventes e-commerce

    2. (Included in full purchase)

      Exploration et nettoyage

    3. (Included in full purchase)

      Analyses et visualisations

    4. (Included in full purchase)

      Rapport final

  16. 16

    Chapitre 10 (OPTIONNEL) - Evaluations

    1. (Included in full purchase)

      Quiz Pandas fondamentaux

    2. (Included in full purchase)

      Quiz Pandas avanc

    3. (Included in full purchase)

      Exercices pratiques (10 mini-projets)

    4. (Included in full purchase)

      Glossaire et aide-m moire (cheatsheet)

Student Testimonials

Discover how our course is empowering students to excel in the world of data science and analysis.

”
Text-only testimonials are quick to scan and can highlight the value of your product at a glance.
Jessica L.

Las Vegas, NV

The combination of text and imagery make the testimonial feel more personal and credible.
Ashley T.

Working mom

”
Finally, a handbook that makes photography feel simple! It covers everything from camera settings to post-processing in a way that actually makes sense.
Anna W.

Amateur photographer

Ready to Dive into Data Science?

Take the first step towards becoming a data expert. Join our Python course now and embark on a journey of learning and growth!

Enroll Now