Enroll Course: https://www.coursera.org/learn/art-science-ml-br
If you have ever been intrigued by the world of Machine Learning (ML) but felt overwhelmed by its complexities or barrier to entry, the ‘Art and Science of Machine Learning em Português Brasileiro’ course on Coursera is your perfect gateway. Delivered in Brazilian Portuguese, this course is designed not only to teach you the theoretical aspects of ML but also to equip you with practical skills for real-world applications.
### Course Overview
This comprehensive course comprises six modules that guide you from the basics to advanced techniques in ML. It emphasizes essential skills such as intuition, common sense, and experimentation—vital tools for refining and optimizing models for better performance.
### Module Breakdown
1. **Introdução**: The introductory module sets the stage for your learning journey, covering the fundamental concepts of ML and laying the groundwork for adjusting and optimizing models.
2. **A arte do ML**: Here, you will explore how to optimize models by adjusting batch sizes and learning rates, applying these concepts directly in TensorFlow coding.
3. **Ajuste de hiperparâmetros**: This module distinguishes between parameters and hyperparameters, introducing traditional grid search methods and illustrating how Cloud ML Engine simplifies hyperparameter tuning.
4. **Uma pitada de ciência**: Combining art and science, this section teaches regularization techniques that lead to simpler and more concise models, along with logistic regression performance evaluation.
5. **A ciência das redes neurais**: Dive deep into neural networks, understanding their scientific foundations and functionalities.
6. **Embeddings**: In the final module, learn to manage sparse data using embeddings, decreasing memory consumption and enhancing model generalization.
### Why You Should Take This Course
– **Bilingual Benefits**: As this course is offered in Brazilian Portuguese, it opens doors for native speakers and those comfortable with the language to dive deeply into ML without the language barrier.
– **Hands-On Learning**: Each module includes practical exercises and coding assignments, allowing you to apply what you’ve learned immediately.
– **Expert Instructors**: The knowledge delivered is curated by experienced professionals in the field who bring real-world insights to the lessons.
– **Skill Development**: This course is an excellent way to build a strong foundation in ML, making you better prepared for future courses or professional opportunities.
Whether you are a complete beginner or looking to enhance your skills, the ‘Art and Science of Machine Learning em Português Brasileiro’ course provides essential knowledge and practical expertise that will be invaluable in the rapidly evolving tech landscape. I highly recommend this course to anyone serious about making strides in machine learning.
Get started today and embark on your journey into the fascinating world of ML!
Enroll Course: https://www.coursera.org/learn/art-science-ml-br