This course introduces you to how Real World Data/Evidence can be used for pharmaceutical research and development and how it complements the evidence package for healthcare decision-making. If you are interested in applying data science to pharmaceutical research using data collected as part of routine clinical practice, this course is for you. The course will help you … [Read more...] about Data Science with Real World Data in Pharma
Data Science
AI Enhancement with Knowledge Graphs – Mastering RAG Systems
Unleash the potential of AI systems by mastering Retrieval-Augmented Generation (RAG) techniques with Knowledge Graphs in this comprehensive course. You'll learn how to design, build, and query advanced Knowledge Graphs while integrating them with AI systems to boost contextual understanding and improve retrieval efficiency. The course begins with a solid introduction to … [Read more...] about AI Enhancement with Knowledge Graphs – Mastering RAG Systems
Practical Engineering Data Mining: Techniques and Uses
This course delves into both the theoretical aspects and practical applications of data mining within the field of engineering. It provides a comprehensive review of the essential fundamentals and central concepts underpinning data mining. Additionally, it introduces pivotal data mining methodologies and offers a guide to executing these techniques through various algorithms. … [Read more...] about Practical Engineering Data Mining: Techniques and Uses
Foundational Mathematics for AI
This course offers a comprehensive introduction to the mathematical principles that form the foundation of artificial intelligence and machine learning. Designed for learners with a variety of academic backgrounds, the course bridges essential mathematical concepts with real-world AI applications, empowering students to understand and implement mathematical techniques critical … [Read more...] about Foundational Mathematics for AI
Supervised Learning Regression Classification Clustering
This comprehensive Supervised and Unsupervised Machine Learning program will equip you with essential skills for data modeling and analysis. You’ll master regression techniques, classification models, and clustering algorithms to address real-world challenges and drive impactful data solutions. By the end of this course, you will be able to: - Master Regression Techniques: … [Read more...] about Supervised Learning Regression Classification Clustering