-
- All Amicus Training courses
- Afternoon Tea with....department overviews of Amicus
- Amicus 1-2-1 Training
- Amicus Learning Week
- Amicus Learning Week - for Colleges
- Amicus New Starters
- Amicus Online Courses
- Amicus Webinar
- Amicus Workshops
- Amicus rollout programme Sept-Oct 2017
- Amicus training for Colleges (non-migrated users)
- CUDAR Learning and Professional Development
- Team Training sessions
-
Cambridge Centre for Teaching and Learning
- All Cambridge Centre for Teaching and Learning courses
- College Roles
- Effective Undergraduate Supervision
- Lecturing
- Pathways in Higher Education Practice (PHEP):
- Supervising Graduates
- Supervising Undergraduates
- Supporting Disabled Students
- Teaching Accreditation
- Teaching Associate Programme (TAP)
- Teaching Disabled Students
- Voice and Presentation
-
Cambridge University Library Staff Learning & Development
- All Cambridge University Library Staff Learning & Development courses
- All Cambridge Libraries : Cataloging
- All Cambridge Libraries : Digital Preservation
- All Cambridge Libraries Staff : ALMA
- Cambridge University Libraries Staff : Academic Publishing
- Cambridge University Libraries Staff : All Staff Briefings
- Cambridge University Libraries Staff : Apprenticeships
- Cambridge University Libraries Staff : Business Improvement
- Cambridge University Libraries Staff : Change
- Cambridge University Libraries Staff : Collection Care
- Cambridge University Libraries Staff : Customer Service
- Cambridge University Libraries Staff : Digital Preservation
- Cambridge University Libraries Staff : First Day Welcome
- Cambridge University Libraries Staff : GDPR for Librarians
- Cambridge University Libraries Staff : Governance for Library Staff and Managers
- Cambridge University Libraries Staff : Health and Safety
- Cambridge University Libraries Staff : Induction and Orientation
- Cambridge University Libraries Staff : Leadership Development
- Cambridge University Libraries Staff : Managing Finance
- Cambridge University Libraries Staff : Managing Staff
- Cambridge University Libraries Staff : Philanthropy
- Cambridge University Libraries Staff : Project Management
- Cambridge University Libraries Staff : Reader Services Workshop
- Cambridge University Libraries Staff : Recruitment and Selection Skills
- Cambridge University Libraries Staff : Staff Review and Development
- Cambridge University Libraries Staff : Strategic Priorities Project
- Cambridge University Libraries Staff : Team Events
- Cambridge University Libraries Staff : Time Management
- International Image Interoperability Framework (IIIF) Workshops
- Libraries in Training : Management
-
- All Department of Chemistry courses
- Advanced Organic Chemistry
- Biological Chemistry
- Careers Programme
- Catalysis
- Characterisation Techniques
- Chemistry Staff Programme
- Contemporary Chemistry
- Drug Discovery
- Foundation Skills
- GLS Compulsory Elements
- Hot Topics
- Induction
- Information Systems
- Machine Learning
- Novel Materials and Microdroplets
- RIG Seminars
- Safety
- Statistics for Chemists
- SynTech CDT
- Undergraduate Library Services
-
- All Department of Engineering courses
- Applications and interviews
- Ethical and legal requirements
- Proactive planning and networking
- Research methods and techniques
- Writing and presenting with impact
- Broader disciplinary knowledge
- Collaboration and teamwork
- Creation and communication
- Creative thinking and problem-solving
- Critical assessment
- ESD MPhil
- Energy Tech and Nuclear Energy Mphil
- FIBE2 CDT
- Finding funding and opportunities
- Foreign and programming languages
- Future Power and Propulsion CDT
- Graphene Technology CDT
- ISMM
- Information management and ICT
- Leadership and mentoring
- MLMI
- Managing information
- RDC A-Energy
- RDC A-Fluids
- RDC B
- RDC C
- RDC D
- RDC E
- RDC F
- Resource discovery
- Self-leadership and resilience
- Teaching and supervision
- Time and project management
- Undergraduate
-
- All Finance Training courses
- @ Cambridge
- Best Practice
- Compliance
- Continuous Professional Development
- Events for Finance Division staff only
- General Finance and Finance-related Training
- Getting Started
- Knowledge Bites
- Procurement
- Reporting
- Research Grants
- Taxation
- UFS
- Vocational Qualifications
- Year-end Seminars
-
Occupational Health and Safety Service
- All Occupational Health and Safety Service courses
- Biological Safety
- Buildings and Construction
- Chemical Safety
- DSE use and assessment
- Fire Safety
- First Aid
- Health
- Laboratory Safety
- Managing Safety
- Manual Handling
- Online training
- Personal Safety
- Radiation
- Risk Assessment, Policy and Inspection
- Safety Officers & Administrators
- Toolbox Talks
- Working at Height
- Workplace
-
Office of Scholarly Communication
- All Office of Scholarly Communication courses
- Academic Publishing
- Librarian as Researcher
- Open Access
- Open Data
- Open Research
- Repositories
- Research Communications
- Research Data Management
- Research Funder Policy
- Research Impact
- Research Management
- Research Metrics
- Researcher Online Presence
- Supporting Researchers in the 21st Century
-
Researcher Development Programme (RDP)
- All Researcher Development Programme (RDP) courses
- Career Progression
- Collaboration and Teamwork (O1)
- Communication
- Creative Thinking and Problem Solving (P3)
- Leadership
- Leadership and Mentoring (O4)
- Personal Effectiveness
- PhD Progression
- Postdoc Programme
- Presentation Skills
- Research Expertise
- Research Methodologies (R1)
- Self-Leadership and Resilience (P4)
- Strategic Career Management
- Teaching and Learning
- Teaching and Supervision (O3)
- Time and Project Management (P1)
- Writing Skills
- Writing and Presenting with Impact (O2)
-
University Information Services
- All University Information Services courses
- Accessibility & Assistive Technology
- Basic IT Skills
- Bespoke Courses for Institutions
- Bibliographic Software
- Business Improvement
- Cisco Networking Academy
- Cloud Computing
- Collaboration & Communication
- Databases
- Design and Desktop Publishing
- Documentation & Wordprocessing
- Graphics and Photos
- Hardware
- High Performance Computing
- IT Certification Courses
- Macintosh System & Use
- Multimedia
- Networking
- Presentations
- Programming and Scripting
- Project Management
- Research
- Scientific Computing
- Security
- Spreadsheets
- Statistical and Mathematical Software
- Techlinks & IT Support Staff
- UIS Systems
- University Training Booking System
- Unix (including Linux) Systems & Use
- Web Browsing & Searching
- Web Publishing & Management
- Windows Systems & Use
Theme: Machine Learning
2 matching courses
This graduate-level course gives an overview of machine learning (ML) techniques that are useful for solving problems in Chemistry, and particularly for the computational understanding and predictions of materials and molecules at the atomic level.
In the first part of the course, after taking a quick refresher of the basic concepts in probabilities and statistics, students will learn about basic and advanced ML methods including supervised learning and unsupervised learning.
During the second part, the connection between chemistry and mathematical tools of ML will be made and the concepts on the construction of loss functions, representations, descriptors and kernels will be introduced.
For the last part, experts who are actively using research methods to solve research problems in chemistry and materials will be invited to give real-world examples on how ML methods have transformed the way they perform research.

This course will focus on recent progress in the application of kernel-based methods, Random Forests and Deep Neural Networks to modelling in chemistry. The material will build on the content of the core Informatics course and introduce new descriptors, advanced modelling techniques and example applications drawn from the current literature. Lectures will be interactive, with students working through computational exercises during class sessions.