[Coursera] Python Data Products for Predictive Analytics Specialization
Build Predictive Systems with Accuracy. Collect, model, and deploy data-driven systems using Python and machine learning.
What you’ll learn
- Discover how to transform data and make it suitable for data-driven predictive tasks
- Understand how to compute basic statistics using real-world datasets of consumer activities, like product reviews and more
- Use Python to create interactive data visualizations to make meaningful predictions and build simple demo systems
- Perform simple regressions and classifications on datasets using machine learning libraries
Skills you’ll gain
- Category: Machine Learning
- Category: Python Programming
- Category: Predictive Analytics
- Category: Data Processing
- Category: Data Visualization (DataViz)
Advance your subject-matter expertise
- Learn in-demand skills from university and industry experts
- Master a subject or tool with hands-on projects
- Develop a deep understanding of key concepts
- Earn a career certificate from University of California San Diego
Specialization – 4 course series
Python data products are powering the AI revolution. Top companies like Google, Facebook, and Netflix use predictive analytics to improve the products and services we use every day. Take your Python skills to the next level and learn to make accurate predictions with data-driven systems and deploy machine learning models with this four-course Specialization from UC San Diego.
This Specialization is for learners who are proficient with the basics of Python. You’ll start by creating your first data strategy. You’ll also develop statistical models, devise data-driven workflows, and learn to make meaningful predictions for a wide-range of business and research purposes. Finally, you’ll use design thinking methodology and data science techniques to extract insights from a wide range of data sources. This is your chance to master one of the technology industry’s most in-demand skills.
Python Data Products for Predictive Analytics is taught by Professor Ilkay Altintas, Ph.D. and Julian McAuley. Dr. Alintas is a prominent figure in the data science community and the designer of the highly-popular Big Data Specialization
on Coursera. She has helped educate hundreds of thousands of learners on how to unlock value from massive datasets.
Applied Learning Project
You’ll start by creating your first data strategy. You’ll also develop statistical models, devise data-driven workflows, and learn to make meaningful predictions for a wide-range of business and research purposes. Finally, you’ll use design thinking methodology and data science techniques to extract insights from a wide range of data sources. This is your chance to master one of the technology industry’s most in-demand skills.
Size: 2.61 GB
Torrent Links
https://www.coursera.org/specializations/python-data-products-for-predictive-analytics.
excellent!
Do we recieve certificates at the end of these courses?