Machine Learning | Solução completa end-to-end (Python)
Learn practical machine learning skills to solve real-world business problems and create valuable solutions.
Course Content
Machine Learning | Solução completa end-to-end (Python) is an intermediate-level Udemy course taught by Data V. It runs 3h 22m, is taught in Portuguese, and includes a certificate of completion. Learners rate it 4.7 out of 5 from 272 reviews, with 5,586 students enrolled. It is a paid course, first published September 2022.
Unlock the Power of Machine Learning with a Complete End-to-End Solution (Python)!
This comprehensive training guides you through building a fully functional machine learning solution, from initial data acquisition to deploying your trained model in a testing environment. You'll gain hands-on experience with industry-standard tools and techniques, mastering the entire ML lifecycle.
Here's a look at the key technologies you'll utilize:
- Pandas: For efficient data manipulation and analysis.
- Numpy: Essential for numerical computing.
- Matplotlib & Seaborn: Create insightful data visualizations.
- Flask: Build a robust API to integrate your machine learning model.
- Requests: Make HTTP requests to interact with your API.
- Scikit-learn (Sklearn): The core library for machine learning algorithms.
- Yellowbrick: Tools for model evaluation and diagnostics.
- And more!
How will this training work?
We'll build a practical API using the Flask framework within a testing environment. You'll learn to send requests via Requests and receive predictions from your deployed machine learning model. Our project focuses on leveraging real estate data to create a predictive model. We'll also cover structuring the application's infrastructure.
Why Learn to Build Solutions?
Programming is a highly practical skill. This course moves beyond theory, providing the hands-on experience needed to excel in the field. The demand for Python programmers is soaring, driven by its widespread use in Data Science and Artificial Intelligence. Python is a leading language for data analysis, boasting a vast ecosystem of libraries for everything from data cleaning and data processing to model deployment.
Python's versatility, ease of learning, and powerful capabilities make it an enjoyable and rewarding language to master. You'll discover that even seemingly simple Python features can unlock complex and fascinating possibilities.
Ready to take your data science skills to the next level? Let's get started!
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