Enroll Course: https://www.coursera.org/learn/gcp-big-data-ml-fundamentals-fr
In today’s data-driven world, understanding big data and machine learning is essential for anyone looking to leverage the power of data. The course “Google Cloud Big Data and Machine Learning Fundamentals en Français” offers a comprehensive introduction to these critical topics, specifically tailored for French-speaking learners.
### Course Overview
This course provides an in-depth look at Google Cloud’s products and services related to big data and machine learning, aligning with the data-to-AI lifecycle. It covers the processes, challenges, and benefits of building a big data pipeline and machine learning models using Vertex AI on Google Cloud.
### Syllabus Breakdown
1. **Course Introduction**: This section welcomes participants and outlines the course structure and objectives, setting the stage for what learners can expect.
2. **Big Data and Machine Learning on Google Cloud**: Here, the course dives into the key components of Google Cloud infrastructure, introducing various products and services that support big data and machine learning.
3. **Data Engineering for Data Streaming**: This section focuses on Google Cloud’s solutions for managing data streams, covering end-to-end pipelines, data ingestion with Pub/Sub, processing with Dataflow, and visualization using Looker and Data Studio.
4. **Big Data with BigQuery**: Participants learn about BigQuery, Google’s fully managed serverless data warehouse, and BigQuery ML, which allows for the creation of custom machine learning models.
5. **Machine Learning Options on Google Cloud**: This section explores four different options for building machine learning models, with a special focus on Vertex AI, Google’s unified platform for managing ML projects.
6. **Machine Learning Workflow with Vertex AI**: Participants engage in hands-on practice, learning the three key phases of a machine learning workflow: data preparation, model training, and model evaluation, including creating a model using AutoML.
7. **Course Summary**: The course concludes with a recap of the topics covered and directs participants to additional resources for further learning.
### Why You Should Take This Course
This course is ideal for beginners and intermediate learners who want to understand the fundamentals of big data and machine learning within the Google Cloud ecosystem. The hands-on approach, combined with theoretical knowledge, ensures that participants not only learn but also apply their skills in real-world scenarios.
### Conclusion
If you’re looking to enhance your data skills and dive into the world of big data and machine learning, I highly recommend the “Google Cloud Big Data and Machine Learning Fundamentals en Français” course. It’s a valuable resource that equips you with the knowledge and tools needed to succeed in the data landscape.
### Tags
1. Google Cloud
2. Big Data
3. Machine Learning
4. Data Science
5. Vertex AI
6. BigQuery
7. Coursera
8. Online Learning
9. Data Engineering
10. AI Fundamentals
### Topic
Google Cloud Big Data and Machine Learning
Enroll Course: https://www.coursera.org/learn/gcp-big-data-ml-fundamentals-fr