Enroll Course: https://www.coursera.org/learn/launching-machine-learning-br
In today’s data-driven world, understanding machine learning (ML) is becoming increasingly essential. For Portuguese speakers eager to dive into this field, Coursera offers an excellent course titled ‘Launching into Machine Learning em Português Brasileiro.’ This course is designed to guide learners through the foundational concepts of machine learning, focusing on practical applications and tools without requiring any prior coding experience.
### Course Overview
The course begins with a critical discussion on improving data quality and conducting exploratory data analysis. It introduces AutoML in Vertex AI, allowing students to create, train, and deploy ML models effortlessly. Additionally, it highlights the benefits of BigQuery ML, making it easier to develop models directly where the data resides.
### Syllabus Breakdown
1. **Introdução**: An overview of the course objectives sets the stage for what learners can expect.
2. **Conheça seus dados**: This module emphasizes the importance of data organization and exploratory analysis, teaching how missing values can skew results and how to effectively analyze datasets.
3. **Machine learning na prática**: Here, learners are introduced to various types of machine learning, accelerating their professional growth in the field.
4. **Como treinar modelos de AutoML usando a Vertex AI**: This practical module covers training AutoML models using Vertex AI, making ML accessible without coding.
5. **Machine learning do BigQuery**: Students learn to develop ML models directly within BigQuery, leveraging its powerful features.
6. **Otimização**: This module focuses on optimizing ML models, a crucial skill for any aspiring data scientist.
7. **Generalização e amostragem**: A thought-provoking discussion on when a more precise model might not be the best choice, emphasizing the importance of creating repeatable datasets for training, evaluation, and testing.
8. **Resumo**: The course concludes with a summary, reinforcing the key concepts learned.
### Why You Should Enroll
This course is highly recommended for anyone looking to enter the field of machine learning, especially those who prefer learning in Portuguese. The hands-on approach, combined with the use of industry-standard tools like Vertex AI and BigQuery, ensures that learners not only grasp theoretical concepts but also gain practical skills that are directly applicable in the workplace.
Whether you’re a beginner or someone looking to refresh your knowledge, ‘Launching into Machine Learning em Português Brasileiro’ provides a comprehensive foundation in machine learning. With its engaging content and practical focus, this course is a valuable resource for aspiring data professionals.
### Conclusion
In conclusion, if you’re ready to embark on your machine learning journey, I highly recommend checking out this course on Coursera. It’s a fantastic opportunity to learn from industry experts and gain the skills necessary to thrive in the world of data science.
Happy learning!
Enroll Course: https://www.coursera.org/learn/launching-machine-learning-br