Education Sites in Chemistry

Analytical Chemistry - Education
Biochemistry, Pharmacology - Education
Cheminformatics - Education
  • Beginner's Guide to QSAR Learn the basics, applications, and key concepts in this beginner-friendly guide.
  • BigChem on-line lecture All School and on-line courses lectures in cheminformatics
  • ChemInfo On this website you will find various tools that allow to learn cheminformatics
  • Cheminformatics (LibreTexts) In this course students will lean how molecules are represented on computers, and use PubChem to learn some basic coding to access information through a variety of APIs.
  • Cheminformatics Course Unlock the power of data in chemistry with our Cheminformatics Course. Designed for chemistry professionals, this course offers a comprehensive dive into machine learning model selection, training, and evaluation.
  • Cheminformatics Courses and Certifications (class central) Learn Cheminformatics, earn certificates with paid and free online courses from Anhui Agricultural University and other top universities around the world. Read reviews to decide if a class is right for you.
  • Cheminformatics OLCC A blended learning approach to teaching undergraduate chemistry students critical informatics skills
  • Cheminformatics: Tools and Applications (Neovarsity) A comprehensive course designed for students, researchers, and professionals, covering molecular data representation, chemical database management, and molecular modeling.
  • In Silico Insights: Mastering Chemoinformatics (ECTN MOOC) A micro-MOOC introducing computational chemistry with a focus on in silico testing, covering topics like virtual screening, molecular docking, and QSAR.​
  • Introducing Cheminformatics Introducing Cheminformatics: an intensive self-learning guide for new practitioners
  • Introduction to Cheminformatics Cheminformatics applies and develops methods in computer science to solve problems in chemistry. It covers a wide range of application areas in chemistry. (HS talks)
  • Noel O'Blog Noel’s personal blog about cheminformatics and SW development
  • OpenML Machine learning research should be easily accessible and reusable. OpenML is an open platform for sharing datasets, algorithms, and experiments – to learn how to learn better, together.
  • py4chemoinformatics Python for Chemoinformatics
  • QSAR4U This web-site was created to share some developments in chemoinformatics tools which can be useful for chemoinformaticians as well as for medicinal chemists and other specialists. It contains tools and approaches which were developed in collaboration with
  • TeachOpenCADD A teaching platform for computer-aided drug design (CADD) using open source packages and data.
  • The OpenScience Project The OpenScience project is dedicated to writing and releasing free and Open Source scientific software.
Chemometics, Statistics - Education
General Chemistry - Education
Inorganic Chemistry - Education
Machine Learning, Deep Learning - Education
  • Best Deep Learning Courses (Alison) These free online deep learning courses teach about this artificial intelligence that function by imitating the workings of the human brain in processing data and creating patterns for use in decision making.
  • Best Generative AI Courses (Alison) Unleash your creativity with generative AI! Explore how to generate innovative content, from engaging stories to original music, visual designs or efficient code. Learn how to craft effective prompts to guide AI models
  • Best Machine Learning Courses (Alison) These free online machine learning courses will teach you everything you need to know about the exciting and rapidly evolving field of machine learning. Promising to deliver both a wide range of personal and commercial services, machine learning technolog
  • Data Analysis Courses and Certifications (class central) Learn Data Analysis, earn certificates with paid and free online courses from Harvard, Stanford, MIT, University of Pennsylvania and other top universities around the world. Read reviews to decide if a class is right for you.
  • Data Science Courses and Certifications (class central) Learn Data Science, earn certificates with paid and free online courses from Harvard, Stanford, MIT, University of Pennsylvania and other top universities around the world. Read reviews to decide if a class is right for you.
  • Deep Learning Courses and Certifications (class central) Learn Deep Learning, earn certificates with paid and free online courses from Harvard, Stanford, MIT, University of Pennsylvania and other top universities around the world. Read reviews to decide if a class is right for you.
  • Deep Learning Institute (NVIDIA) Qualified educators using NVIDIA Teaching Kits receive codes for free access to DLI online, self-paced training for themselves and all of their students
  • Deep Learning Specialization (Coursera) Become a Machine Learning expert. Master the fundamentals of deep learning and break into AI. Recently updated with cutting-edge techniques.
  • Elements of AI (University of Helsinki & MinnaLearn) A massive open online course teaching the basics of artificial intelligence. The course includes modules on machine learning, neural networks, the philosophy of artificial intelligence, and using artificial intelligence to solve problems
  • Introduction to Deep Learning (MIT OpenCourse) This is MIT’s introductory course on deep learning methods with applications to computer vision, natural language processing, biology, and more.​
  • Introduction to Machine Learning (MIT OpenCourse) This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction. It includes formulation of learning problems and concepts of representation, over-fitting, and generalization.
  • Machine Learning & AI Courses (Google Cloud Training) Take machine learning & AI classes with Google experts. Grow your ML skills with interactive labs. Deploy the latest AI technology.​
  • Machine Learning Courses and Certifications (class central) Learn Machine Learning, earn certificates with paid and free online courses from Harvard, Stanford, MIT, University of Pennsylvania and other top universities around the world. Read reviews to decide if a class is right for you.
  • Machine Learning Crash Course (Google) An introduction to the fundamental principles of neural network architectures, including perceptrons, hidden layers, and activation functions
  • Machine Learning Specialization (Coursera) Master fundamental AI concepts and develop practical machine learning skills in this beginner-friendly, 3-course program by AI visionary Andrew Ng.​
  • Machine Learning Specialization (Stanford online) The Machine Learning Specialization is a foundational online program created in collaboration between Stanford Online and DeepLearning.AI.
  • Neural Networks and Deep Learning (LibreTexts) Neural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing.
  • Practical Deep Learning for Coders (fast.ai) A free course designed for people with some coding experience, who want to learn how to apply deep learning and machine learning to practical problems.
  • Statistical Learning with Python (Stanford online) This is an introductory-level course in supervised learning, with a focus on regression and classification methods.
Molecular Modeling - Education
Organic Chemistry - Education
  • Best Organic Chemistry Courses (Alison) These free online organic chemistry courses will teach you everything you need to know about organic chemistry, fast. Organic chemistry is the branch of chemistry which studies the structure, properties, and behaviour of organic compounds.
  • Chem 51A: Organic Chemistry (UC Irvine OpenChem) Covers fundamental concepts relating to carbon compounds with emphasis on structural theory, chemical bonding, stereochemistry, reaction mechanisms, and properties of principal classes of carbon compounds.​
  • Organic Chemistry (Khan Academy) A comprehensive series of video lessons covering topics such as structure and bonding, stereochemistry, reaction mechanisms, and spectroscopy.
  • Organic Chemistry (LibreTexts) Organic chemistry studies the structure, properties and reactions of organic compounds, which contain carbon in covalent bonding.
  • Organic Chemistry Courses and Certifications (class central) Learn Organic Chemistry, earn certificates with free online courses from Yale, University of Illinois, The Open University, IIT Kharagpur and other top universities around the world. Read reviews to decide if a class is right for you.
  • Organic Chemistry I (MIT OpenCourse) an introduction to organic chemistry, focusing primarily on the basic principles to understand the structure and reactivity of organic molecules.
  • Organic Chemistry II (MIT OpenCourse) This intermediate organic chemistry course focuses on the methods used to identify the structure of organic molecules, advanced principles of organic stereochemistry, organic reaction mechanisms, and methods used for the synthesis of organic compounds.
  • Organic Chemistry Portal The Organic Chemistry Portal offers an overview of recent topics, interesting reactions, and information on important chemicals for organic chemists.
Physical Chemistry - Education
Polymer Chemistry - Education
Visualization - Education
  • Analytical Sciences Digital Library (ASDL) A comprehensive collection of peer-reviewed electronic resources, including lab simulations, tutorials, and multimedia content focused on analytical chemistry
  • Beautiful Chemistry A project that uses digital media and technology to showcase the beauty and wonder of chemistry, featuring high-resolution videos of chemical reactions and structures.
  • Beauty of Science Beauty of Science (BOS) is a collective established in 2016, dedicated to creating projects that blend art and science. Their goal is to promote public understanding and appreciation of science through visually stunning content.
  • BioMolecules in the Classroom Educational Molecular Visualization with Chime & RasMol
  • ChemCollective Provides virtual labs, scenario-based learning activities, tutorials, and concept tests. It’s designed to help students learn chemistry concepts through interactive simulations.
  • Chemix An online editor for drawing science lab diagrams and school experiment apparatus, facilitating the creation of clear and accurate laboratory setups.
  • Chemozart Chemozart is a web-based 3d molecule editor and visualization platfrom.
  • ChemSpotlight ChemSpotlight is a Spotlight metadata importer plugin for Mac OS X, which reads common chemical file formats using the Open Babel chemistry library.
  • Crash Course Chemistry Provides high-quality, free educational videos that accompany high school and college-level chemistry classes, presenting information in a fast-paced format.
  • Envisioning Chemistry – Beauty of Science YouTube Channel A series of videos capturing chemical reactions in vivid detail, aiming to bring the beauty of chemistry to the general public through digital media and technology.​
  • General Chemistry Demonstration at Purdue Video clips (and descriptions) of Chemistry lecture demonstrations.
  • JoVE Science Education – Chemistry Provides video demonstrations of basic and advanced chemistry lab techniques, enhancing understanding through visual learning.
  • Labster – Virtual Lab Simulations Provides immersive virtual lab simulations covering topics like chromatography, spectroscopy, and titration, enhancing conceptual understanding through interactive learning.
  • Periodic Videos (YouTube) Features a series of videos about chemical elements and the periodic table, with additional videos on other topics in chemistry and related fields.
  • PhET Interactive Simulations Offers free interactive math and science simulations, including chemistry topics, to enhance learning through engaging, game-like environments.
  • PlayMolecule A web-based toolkit for visualizing molecular structures and data, integrating powerful Python libraries within the browser for enhanced capabilities.
  • TexMol TexMol is a molecular visualization and computation package. It allows for quick and high quality visualization of Proteins and RNA, and reads in the PDB format.
  • Visionlearning Provides free, web-based resources for students and educators in STEM disciplines, including peer-reviewed content that improves student understanding of science
  • WebMol: 3D Protein Viewer WebMol is a 3D Protein Viewer developed in HTML5 and Javascript with the support of PhiloGL (3D WebGL Framework).