Enroll Course: https://www.udemy.com/course/calculadoras-web-con-modelos-machine-learning-en-python/
Are you a data enthusiast, job seeker, student, or professional looking to elevate your data analysis skills? Do you want to showcase your machine learning models in dynamic, interactive web applications? Then look no further than the Udemy course, ‘Calculadoras web con modelos Machine Learning en Python’ (Web Calculators with Machine Learning Models in Python).
This comprehensive course is designed to take you from the basics to building and deploying fully functional web applications powered by your machine learning models. The instructor starts with the fundamentals, ensuring that even beginners can comfortably grasp the concepts. You’ll learn to train and export machine learning models using Scikit-Learn, a cornerstone of Python’s data science ecosystem.
The journey begins with understanding how to load these trained models and simulate a backend to bring your web applications to life. The course then dives into creating intuitive web calculators using Streamlit, a powerful and user-friendly framework that streamlines data application development. From initial setup to deploying your creations on Streamlit Share, making your work accessible to a wider audience, every step is covered.
Delving deeper, the course explores SHAP (Shapley Additive exPlanations), equipping you with various visualization techniques to explain your model’s predictions. You’ll master simulating backend processes, handling dynamic default values based on variable averages, and adhering to best coding practices like DRY (Don’t Repeat Yourself).
The final section focuses on building robust pipelines for preprocessing and modeling. You’ll gain hands-on experience processing input values to create more dynamic forms and simulating backend processes with pipelines. By the end of this course, you’ll possess the skills to develop and deploy end-to-end web applications that leverage machine learning models, significantly boosting your portfolio and professional capabilities.
If you’re ready to transform your data science projects into tangible, deployable web applications, this course is an excellent investment. It’s a practical, skill-building experience that bridges the gap between model development and real-world application.
Enroll Course: https://www.udemy.com/course/calculadoras-web-con-modelos-machine-learning-en-python/