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 Video

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

Linear Algebra for Machine Learning

Learn the linear algebra concepts behind machine learning.

• edX
• 4 weeks, 2-5 hours a week
• On-Demand
• Free Online Course (Audit)

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)

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

Software Architecture Patterns for Big Data

28 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

1059 ratings at Udemy

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

• Udemy
• 2 hours 38 minutes
• On-Demand
• Paid Course

Regression Analysis: Simplify Complex Data Relationships

532 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 4 hours 10 minutes
• On-Demand
• Free Online Course (Audit)

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

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

69 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

Devoxx

Apps Are Making Us Dumber

Explore the impact of proactive design on user experience, decision fatigue, and cultural shifts. Learn to create anticipatory software and distraction-free interfaces in this thought-provoking talk.

• YouTube
• 46 minutes
• On-Demand
• Conference Talk

NDC Conferences

DevOps for Machine Learning

Explore DevOps principles for effective collaboration between data scientists and software engineers in machine learning projects, focusing on automated pipelines and best practices.

• YouTube
• 56 minutes
• On-Demand
• Conference Talk

Simons Institute

Debugging Genomic Profiling Experiments and Predictive Models with Interpretation Tools

Explore deep learning models in genomics, uncovering latent biases and technical artifacts. Learn to design efficient models that correct biases and reveal novel insights into gene regulation.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

JavaScript Conferences by GitNation

Predictive Testing in JavaScript with Machine Learning

Applying machine learning to JavaScript testing for efficient test selection, reducing unnecessary runs and improving overall testing effectiveness.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk