Predictive Models Courses and Certifications

Biomedical Informatics Strategies to Enhance Individualized Predictive Models

Explore strategies for enhancing individualized predictive models in biomedical informatics, focusing on cutting-edge approaches and their potential impact on personalized healthcare.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

Mathematical Decision Making: Predictive Models and Optimization

64 ratings at The Great Courses Plus

Handle complex decisions with ease and confidence using powerful mathematical concept in this course taught by an award-winning mathematician.

• The Great Courses Plus
• 12 hours 28 minutes
• On-Demand
• Free Trial Available

Software Architecture Patterns for Big Data

24 ratings at Coursera

Transform big data prototypes into production-ready systems. Learn to measure performance, identify bottlenecks, and implement scalable solutions. Design load tests and optimize data stores for high-performance distributed systems.

• Coursera
• 1 day 1 hour 23 minutes
• On-Demand
• Free Online Course (Audit)

Data Science : Master Machine Learning Without Coding

832 ratings at Udemy

Learn Fundamentals Of Data Science & Machine Learning With Rapidminer (No Coding). Dataset & Solutions Included.

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Machine Learning No-Code Approach: Using Azure ML Studio

528 ratings at Udemy

A hands-on approach to Machine Learning using the easy drag-n-drop environment of Azure Machine Learning Studio

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Université de Montréal

Bias and Discrimination in AI

Explore bias and discrimination in AI, covering types, fairness metrics, affected fields, and mitigation strategies. Learn from experts about ethical challenges in machine learning and algorithm design.

• edX
• 4 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Regression Analysis: Simplify Complex Data Relationships

391 ratings at Coursera

Explore predictive modeling techniques to uncover complex data relationships, from linear and logistic regression to ANOVA, enhancing your ability to extract valuable insights for data-driven decision-making.

• Coursera
• 1 day 8 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

Introduction To Data Science

252 ratings at Udemy

Use the R Programming Language to execute data science projects and become a data scientist.

• Udemy
• 6 hours
• On-Demand
• Paid Course

Machine Learning A-Z™: Hands-On Python & R in Data Science

68 ratings at Udemy

Machine Learning , Python, Advanced Data Visualization, R Programming, Linear Regression, Decision Trees, NumPy, Pandas

• Udemy
• 15 hours 10 minutes
• On-Demand
• Paid Course

Advanced Dimensionality Reduction in R

Learn how to apply advanced dimensionality techniques such as t-SNE and GLRM.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Advanced Machine Learning with ENCOG

100 ratings at Pluralsight

In this course you will learn advanced topics related to machine learning for more accurate neural network predictive models. You will also learn different types of neural networks and their implementations using open source machine learning framework EN…

• Pluralsight
• 4 hours 11 minutes
• On-Demand
• Free Trial Available

Build, Train, and Deploy Your First Neural Network with TensorFlow

68 ratings at Pluralsight

In this course, you will learn the basic principles of machine learning and neural networks so you can quickly create, train, and deploy a neural network with TensorFlow.

• Pluralsight
• 2 hours 47 minutes
• On-Demand
• Free Trial Available

Applying Linear Algebra with R

Take this course if you want to dive into the math behind regression, principal component analysis, and other machine learning topics. The course is in R and is mathematically intense, but the topics can be implemented in any programming language.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Become a Business Analytics Expert

Are you already in, or pursuing, a career in business that centers on analytics? If you have a good grasp of statistics principles and are ready to focus on the concepts, tools, and techniques you'll need, then this learning path is for you.

• LinkedIn Learning
• 11 hours
• On-Demand
• Free Trial Available

Great Learning

Linear Regression in Machine Learning - Linear Regression Algorithm

This video teaches Linear Regression and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.

• YouTube
• 2 hours 13 minutes
• On-Demand
• Free Online Course