Education Sites in Chemistry

Analytical Chemistry - Education

Analytical Chemistry (LibreTexts) Analytical chemistry spans nearly all areas of chemistry but involves the development of tools and methods to measure physical properties of substances and apply those techniques to the identification of their presence (qualitative analysis) and quantify
Analytical Chemistry (SNU OpenCourseWare) Provides lecture notes and course materials from Seoul National University’s Analytical Chemistry course, covering various analytical techniques
Analytical Chemistry Course Help Online Get the help you need for your Analytical Chemistry course online with Pearson+ Channels.
Analytical Chemistry Courses and Certifications (class central) Learn Analytical Chemistry, earn certificates with paid and free online courses from Stanford, IIT Kharagpur, Rice University, IIT Kanpur and other top universities around the world. Read reviews to decide if a class is right for you.
Analytical Sciences Digital Library (ASDL) A comprehensive collection of peer-reviewed electronic resources, including lab simulations, tutorials, and multimedia content focused on analytical chemistry
Basic Analytical Chemistry (class central) This course introduces the principles of analytical chemistry and provides how these principles are applied in chemistry and related disciplines
Best Analytical Chemistry Courses (Alison) These free online analytical chemistry courses will teach you about the identification and quantification of matter.
CHE 311 Analytical Chemistry Lecture video of Analytical Chemistry in Univ. of Southern Mississippi.
ChemCollective The ChemCollective contains a collection of virtual labs, scenario-based learning activities, tutorials, and concept tests.
Chromatography Courses and Certifications (class central) Learn Chromatography, earn certificates with paid and free online courses from IIT Madras, Rice University, NPTEL, University of Birmingham and other top universities around the world. Read reviews to decide if a class is right for you.
Crystal Structure Analysis (MIT OpenCourse) This course covers the following topics: X-ray diffraction: symmetry, space groups, geometry of diffraction, structure factors, phase problem, direct methods, Patterson methods, electron density maps, structure refinement,
Fityk A general-purpose peak fitting program that can be used for analyzing UV-Vis spectra, among other applications. (open source)
Fundamentals and Applications of Spectroscopy (Stanford online) Spectroscopic analysis has been crucial in the development of the most fundamental theories in physics, including quantum mechanics, theories of relativity, and quantum electrodynamics.
Gas chromatography Gas chromatography Introduction: Text and Images(University of Sheffield)
INSTRUMENTAL ANALYSIS Graduate level.This course presents a survey of instrumental methods of chemical analysis. On-line materials include the course syllabus, copies of course lecture slides and assigned problems. Instructor:Joel Goldberg
Introduction to Experimental Chemistry This course is part of the URIECA Curriculum for Chemistry students at MIT, based on or linked to the current research of faculty in the department
Lecture Notes: Analytical Chemistry 1 Lecture note of Dr. Joie Lacsa
Mass Spectrometry Courses and Certifications (class central) Learn Mass Spectrometry, earn certificates with free online courses from YouTube and other top learning platforms around the world. Read reviews to decide if a class is right for you.
NMR Analysis using Hyperactive Molecules and the World-Wide Web 2D NMR analysis lecture from Imperial College.
NMR Spectroscopy. Principles and Application. Six second year lectures given at Imperial College by Henry Rzepa.
Resources for Analytical Science Analytical Science On-Line site provides virtual tutorials in a range of topics including molecular spectroscopy and chromatography
Spectroscopy Courses and Certifications (class central) Learn Spectroscopy, earn certificates with paid and free online courses from Harvard, MIT, Yale, Duke and other top universities around the world. Read reviews to decide if a class is right for you.
The Basics of NMR by Joseph P. Hornak (Rochester Institute of Technology)
WebSpectra WebSpectra was established to provide chemistry students with a library of spectroscopy problems. Interpretation of spectra is a technique that requires practice and provides 1H NMR and 13C NMR, DEPT, COSY and IR spectra of various compounds for students.

Biochemistry, Pharmacology - Education

Advanced Biochemical Engineering (Stanford online) In this course, you will combine biological knowledge and methods with quantitative principles and strategies for biochemical engineering.
Best Biochemistry Courses (Alison) These free online biochemistry courses will teach you about the chemical processes which occur within and relate to living organisms.
Best Molecular Biology Courses (Alison) These free online molecular biology courses will give you a better understanding of this field of biology that studies the composition, structure, and interactions of cellular molecules.
Best Pharmacology Courses (Alison) The dispensation and effects of drugs is a serious subject which you can learn with the free online pharmacology courses from Alison.
Biochemical Principles of Energy Metabolism (Coursera) A 7-week course providing an introduction to the fundamentals of energy metabolism, including glucose oxidation, photosynthesis, and metabolic regulation.
Biochemistry (LibreTexts) Biochemistry is the study of chemical processes within and relating to living organisms.
Biochemistry Courses and Certifications (class central) Learn Biochemistry, earn certificates with paid and free online courses from Harvard, Stanford, MIT, UC Irvine and other top universities around the world. Read reviews to decide if a class is right for you. (class central)
Biochemistry II (Stanford online) This course will focus on metabolic biochemistry: the study of chemical reactions that provide the cell with the energy and raw materials necessary for life.
Biochemistry Laboratory The course, which spans two thirds of a semester, provides students with a research-inspired laboratory experience that introduces standard biochemical techniques in the context of investigating a current and exciting research topic
Biochemistry Open & Free (Carnegie Mellon University) An introductory course designed for both biology and chemical engineering majors, featuring a molecular simulation environment to explore biochemical properties
Biochemistry: the Molecules of Life (Future Learn) Explore the impact of biochemistry on bioenergy and health, discovering why graduates are in demand.
Biological Chemistry (LibreTexts) Chemical Biology or biochemistry studies the tools of chemistry and synthesis to understand biology and disease pathways at the molecular level.
Biological Chemistry I (MIT OpenCourse) This course examines the chemical and physical properties of the cell and its building blocks, with special emphasis on the structures of proteins and principles of catalysis
Cell Biology, Genetics, and Biochemistry for Pre-Clinical Students (LibreTexts) Cell Biology, Genetics, and Biochemistry for Pre-Clinical Students is an undergraduate medical-level resource for foundational knowledge across the disciplines of genetics, cell biology and biochemistry.
Environmental Toxicology (LibreTexts) This open online textbook on Environmental Toxicology aims at covering the field in its full width, including aspects of environmental chemistry, ecotoxicology, toxicology and risk assessment.
Fundamentals of Drug Discovery (Stanford online) Fall quarter class explores the fundamental processes and methodologies of drug discovery in this comprehensive course designed for aspiringpharmaceutical researchers and industry professionals.
General Biochemistry (MIT OpenCourse) This course focuses on contributions of biochemistry toward an understanding of the structure and functioning of organisms, tissues, and cells.
Principles of Biochemistry (Harvard Univ.) An introduction to biochemistry that explores the molecules of life, starting at simple building blocks and culminating in complex metabolism. The course is self-paced and spans 15 weeks. MOOC List +3
Principles of Pharmacology (LibreTexts) The object of this text is to teach students an approach to the study of pharmacologic agents.
Toxicology MSDT (LibreTexts) One of the challenges of recruiting undergraduates into the toxicology graduate research programs is a lack toxicology training programs and courses at the undergraduate level.

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

Advanced Data Analysis This is a draft textbook on data analysis methods, intended for a one-semester course for advance undergraduate students who have already taken classes in probability, mathematical statistics, and linear regression.
Advanced Statistics (LibreTexts) intermediate statisitic, DOE, Time series analysis
Best Statistics Courses (Alison) These free online statistics courses will give you everything you need to get up to speed with the best tools for working with statistics.
Chemometrics Video-lectures for introductory course on Chemometrics (multivariate data analysis).
Chemometrics & Machine Learning Chemometrics & Machine Learning is a great place to start you learning journey. We regularly upload videos and webinars on a wide range of different topics.
Chemometrics & Machine Learning in Copenhagen We love chemometrics, artificial intelligence, data science, machine learning, statistics – everything with numbers. And we love to share.
Chemometrics Courses and Certifications (class central) Learn Chemometrics, earn certificates with free online courses from YouTube and other top learning platforms around the world.
Chemometrics in Air Pollution (class central) This course introduces the causes and effects of air pollution, chemometric models, and their applications. Topics include PCA, MLR, APCS, and PMF.
Chemometrics MOOC and Free Online Courses MOOC stands for a Massive Open Online Course. It is an online course aimed at large-scale participation and open (free) access via the internet.
Chemometrics Short Courses ( Eigenvector University Online) Eigenvector Research offers a range of chemometrics courses, from basic to advanced topics, including PCA, PLS, and multivariate analysis.
Chemometrics Using R (LibreTexts) Although you may not yet know what we mean by the term chemometrics, you almost certainly make routine use of chemometric techniques in your classes and labs
Chemometrics With R (GitHub Repository) This repository accompanies the book “Chemometrics with R” and provides R scripts and datasets for various chemometric analyses.
Chimiometrie, chapitre 1/2: les méthodes non supervisées (FUN) Offered in French, this course covers unsupervised chemometric methods, including data acquisition and analysis using tools like ChemFlow.
Computing and Modeling (LibreTexts) Statistical computing is the interface between statistics and computer science. It is the area of computational science (or scientific computing) specific to the mathematical science of statistics.
Introductory Statistics (LibreTexts) These introductory statistics texts are intended for students in a wide variety of areas of study.

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

BALL BALL (Biochemical ALgorithms Library) is an application framework implemented in C++ that has been specifically designed for this purpose.
Computational Biology (LibreTexts) Computational biology, which includes many aspects of bioinformatics, is the science of using biological data to develop algorithms or models in order to understand biological systems and relationships.
Computational Quantum Mechanics of Molecular and Extended Systems (MIT OpenCourse) The theoretical frameworks of Hartree-Fock theory and density functional theory are presented in this course as approximate methods to solve the many-electron problem.
Computer-Aided Drug Design (class central) An online MOOC created by the School of Pharmacy at Jinan University, emphasizing both theoretical methodology and software practice in CADD.
Computer-Aided Drug Design (SWAYAM) This course covers structure and target-based design, molecular modeling, quantum mechanics, drug-likeness properties, QSAR, and pharmacokinetics/dynamics using several freely available software tools
Drug Design Courses and Certifications (class central) Learn Drug Design, earn certificates with paid and free online courses from IIT Kharagpur, IIT Kanpur, NPTEL, Fudan University and other top universities around the world. Read reviews to decide if a class is right for you.
Free Course on Computer aided drug design The videos are placed in relevant order so that you learn CADD in a step by step manner.
Free Online Protein-Ligand Docking Course Easy and FREE way to teach and learn molecular docking from scratch!
Fundamentals of Drug Discovery (Stanford online) Fall quarter class explores the fundamental processes and methodologies of drug discovery in this comprehensive course designed for aspiringpharmaceutical researchers and industry professionals.
Molecular Docking Courses and Certifications (class central) Learn Molecular Docking, earn certificates with paid and free online courses from Jinan University and other top universities around the world. Read reviews to decide if a class is right for you.
Molecular Dynamics Courses and Certifications (class central) Learn Molecular Dynamics, earn certificates with free online courses from MIT, IIT Madras, IIT Kanpur, NPTEL and other top universities around the world. Read reviews to decide if a class is right for you.
Molecular Modeling Courses and Certifications (class central) Learn Molecular Modeling, earn certificates with free online courses from YouTube and other top learning platforms around the world. Read reviews to decide if a class is right for you.
Structural Bioinformatics & Modelling (Bonvin Lab) This course offers modules on homology modeling, molecular dynamics simulations of peptides, and protein-peptide data-driven docking, providing hands-on experience with relevant tools.

Organic Chemistry - Education

Physical Chemistry - Education

Best Physical Chemistry Courses (Alison) Explore the principles of physics involved in chemical interactions. Physical chemistry examines how matter interacts at the macroscopic, microscopic, atomic and subatomic level.
Best Thermodynamics Courses (Alison) These free online thermodynamics courses will teach you about heat, work, temperature and their relation to energy, radiation, and properties of matter.
ChemCollective The ChemCollective contains a collection of virtual labs, scenario-based learning activities, tutorials, and concept tests.
Chemical Engineering Thermodynamics (MIT OpenCourse) This course aims to connect the principles, concepts, and laws/postulates of classical and statistical thermodynamics to applications that require quantitative knowledge of thermodynamic properties from a macroscopic to a molecular level. (MIT OpenCourse)
Computational Quantum Mechanics of Molecular and Extended Systems (MIT OpenCourse) The theoretical frameworks of Hartree-Fock theory and density functional theory are presented in this course as approximate methods to solve the many-electron problem.
Introduction to Physical Chemistry (Coursera) This course covers key concepts in thermodynamics, kinetics, and quantum mechanics, providing a foundational understanding of physical chemistry principles
Introductory Quantum Mechanics I (MIT OpenCourse) This course covers fundamental concepts of quantum mechanics: wave properties, uncertainty principles, Schrödinger equation, and operator and matrix methods.
Introductory Quantum Mechanics II (MIT OpenCourse) This course covers topics in time-dependent quantum mechanics, spectroscopy, and relaxation, with an emphasis on descriptions applicable to condensed phase problems and a statistical description of ensembles.
Physical & Theoretical Chemistry (LibreTexts) Physical Chemistry is the application of physical principles and measurements to understand the properties of matter, as well as for the development of new technologies for the environment, energy and medicine.
Physical Chemistry – Quantum Mechanics (MIT OpenCourse) This course presents an introduction to quantum mechanics. It begins with an examination of the historical development of quantum theory, properties of particles and waves, wave mechanics and applications to simple systems.
Physical Chemistry – Quantum Mechanics (MIT opencourse) This course is an introduction to quantum mechanics for use by chemists. Topics include particles and waves, wave mechanics, semi-classical quantum mechanics, matrix mechanics, perturbation theory, molecular orbital theory, molecular structure, molecular
Physical Chemistry Essentials (Khan Academy) A series of video lessons covering essential topics in physical chemistry, including thermodynamics, kinetics, and quantum chemistry, suitable for high school and introductory college level
Physical Chemistry II (MIT OpenCourse) This course covers elementary statistical mechanics, transport properties, kinetic theory, solid state, reaction rate theory, and chemical reaction dynamics.
Resources for Physical Chemistry Physical Chemistry On-Line site provides virtual tutorials in a range of topics including Kinetics
Small-Molecule Spectroscopy and Dynamics (MIT OpenCourse) The goal of this course is to illustrate the spectroscopy of small molecules in the gas phase

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).