Search result for Predictive models Online Courses & Certifications
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Feature Selection for Machine Learning
by Soledad Galli- 4.7
5 hours on-demand video
You will learn a huge variety of feature selection procedures used worldwide in different organizations and in data science competitions, to select the most predictive features. How to find predictive features based on importance attributed by models This will allow you to minimize the time to put your predictive models into production....
$12.99
Statistical Predictive Modelling and Applications
by Dr Galina Andreeva , Dr Matthias Bogaert , Sofia Varypati- 0.0
6 Weeks
In this course, you will learn three predictive modelling techniques - linear and logistic regression, and naive Bayes - and their applications in real-world scenarios. Discover how predictive models influence real-world business scenarios Translate business challenges into predictive modeling solutions Develop experience with implementing theoretic models in Python...
$300
Machine Learning Fundamentals
by Sanjoy Dasgupta- 0.0
10 Weeks
Or exploit data to create simple predictive models of the world? Armed with the knowledge from this course, you will be able to analyze many different types of data and to build descriptive and predictive models. Generative and discriminative models Linear models and extensions to nonlinearity using kernel methods...
$350
Artificial Intelligence Data Fairness and Bias
by Brent Summers- 4.9
Approx. 6 hours to complete
As predictive models begin making important decisions, from college admission to loan decisions, it becomes paramount to keep models from making unfair predictions....
Predictive Modeling and Analytics
by Dan Zhang- 3.6
Approx. 11 hours to complete
This course will introduce you to some of the most widely used predictive modeling techniques and their core principles. By taking this course, you will form a solid foundation of predictive analytics, which refers to tools and techniques for building statistical or machine learning models to make predictions based on data. Trees and Other Predictive Models...
Applied Machine Learning in Python
by Kevyn Collins-Thompson- 4.6
Approx. 34 hours to complete
Supervised approaches for creating predictive models will be described, and learners will be able to apply the scikit learn predictive modelling methods while understanding process issues related to data generalizability (e. The course will end with a look at more advanced techniques, such as building ensembles, and practical limitations of predictive models. Explain different approaches for creating predictive models...
Basic Data Processing and Visualization
by Julian McAuley , Ilkay Altintas- 4.3
Approx. 11 hours to complete
This is the first course in the four-course specialization Python Data Products for Predictive Analytics, introducing the basics of reading and manipulating datasets in Python....
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Getting started with Sap Analytics Cloud
by DataViz Academy- 4.1
4.5 hours on-demand video
The Course is designed for all the business intelligence enthusiasts who want to learn the basics and advanced techniques of SAP Analytics Cloud(SAC) the course focuses on practical examples on how to build Models,Stories,Analytical Application and Predictive scenarios using SAP Analytics Cloud Build models by importing CSV files Build models by using SQL queries from BigQuery...
$9.99
Practical Predictive Analytics: Models and Methods
by Bill Howe- 4.1
Approx. 7 hours to complete
Statistical experiment design and analytics are at the heart of data science. In this course you will design statistical experiments and analyze the results using modern methods. You will also explore the common pitfalls in interpreting statistical arguments, especially those associated with big data. Learning Goals: After completing this course, you will be able to:...
How to Win a Data Science Competition: Learn from Top Kagglers
by Dmitry Ulyanov , Alexander Guschin , Mikhail Trofimov , Dmitry Altukhov , Marios Michailidis- 4.7
Approx. 54 hours to complete
If you want to break into competitive data science, then this course is for you! Participating in predictive modelling competitions can help you gain practical experience, improve and harness your data modelling skills in various domains such as credit, insurance, marketing, natural language processing, sales’ forecasting and computer vision to name a few....