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Fundamentals of TinyML
4.567 ratingsFocusing on the basics of machine learning and embedded systems, such as smartphones, this course will introduce you to the “language” of TinyML.
Yale University via YouTube Video playlist
Introduction to Green Chemistry, Paul Anastas
Overview
Paul Anastas, the Father of Green Chemistry introduces the concepts, knowledge and skills required to design and synthesize safer chemicals with less impact. This course describes the science behind environmental problems, looks at real world green chemistry products, processes and manufacturing techniques with emphasis on energy, solvents, catalysis, and bio-based materials. In addition to the environmental considerations the course discusses the economic implications of “real-world” cases. By the end of the course, the students should be familiar with the global, toxicological, and physical hazards that underlie the design and production of industrial chemicals. More importantly students will understand how to implement the principles of green chemistry to create solutions to these environmental and societal problems.
Videos in this playlist 52
- M1A MoDRN Introduction: "Why Green Chemistry?"
- M1B MoDRN Introduction: "State of the Planet"
- M1C MoDRN Introduction: "It is Not My Job"
- M1D MoDRN Introduction: "Definition of Green Chemistry"
- M1E MoDRN Introduction: "The 12 Principles of Green Chemistry"
- M1F MoDRN Introduction: "Green Chemistry's Role in Sustainability"
- M1G MoDRN Introduction: "Life Cycle"
- M1H MoDRN_Introduction: "Historic and Ideal Community Relationships"
- M2A Foundation Periodic Table
- M2B Foundation Periodic Trend of Physical Properties
- M2C Foundation Periodic Trend of Electonic Properties
- M2D Foundation Introduction to Molecules
- M2E Foundation Drawing and Naming Molecules
- M2F Foundation Types of Reactions
- M2G Foundation Stoichiometry Example
- M2H Foundation Yield and Limiting Reagent Concept
- M2I Foundation Atom Economy
- M2J Foundation E Factor
- M3A MoDRN Toxicology Toxic Substances
- M3B MoDRN Toxicology
- M3D MoDRN Toxicology Dose and Exposure
- M3E MoDRN Toxicology ADME
- M3F MoDRN Toxicology Toxicity Categories
- M3G MoDRN Toxicology Factors Affecting Toxicity
- M3H MoDRN Toxicology Chemical Interactions
- M3I MoDRN Toxicology Dose Response
- M3J MoDRN Toxicology Dose Responce Curve Limitations
- M4A MoDRN Safer Chemicals: The 4th Principle of Green Chemistry
- M4B MoDRN Safer Chemicals: Hazard and Physico Chemical Properties
- M4C MoDRN Safer Chemicals: Strategies To Minimize Hazard Through Design
- M4D MoDRN Safer Chemicals: Designing Safer Chemicals
- M4E MoDRN Safer Chemicals: Examples of Safer Chemical Design I
- M4F MoDRN Safer Chemicals: Examples of Failed Chemical Design
- M4G MoDRN Safer Chemicals: Examples of Safer Chemical Design II
- M5A Solvents: Introduction
- M5B Solvents: Why Use Solvents
- M5C Solvents: Applications
- M6A MoDRN Energy: Energy Efficiency Energy Use and Predictions
- M6B MoDRN Energy: Energy Lifecycle Considerations Styrofoam Box Example
- M6C MoDRN Energy: Water as Energy
- M6D MoDRN Energy: Water Energy Nexus Desalination Example
- M6E MoDRN Energy: Water Quality and Quantity Considerations
- M7A MoDRN Feedstocks
- M7B MoDRN Feedstocks: Renewable Feedstocks
- M8A MoDRN Catalysis: Catalysis Introduction and Lifecycle
- M8B MoDRN Catalysis: Catalyst Experiment
- M9A MoDRN Introduction to Biodegradation
- M10A MoDRN Accidents: Disasters
- M10B MoDRN Accidents: Design Flaws
- M10C MoDRN Accidents: Why Should We Care
- M10D MoDRN Accidents: Green Chemistry Approaches to Accidents
- MoDRN Take Home Message
Advantages and disadvantages
Advantages
- Free and complete: every lecture is in the playlist, in order.
- Watch at 1.5x, skip what you know, rewatch what you don't.
- Taught by Yale University, one of the strongest names in its field.
- Completely free.
- Self-paced: start any time.
- A clear syllabus (52 videos) you can see before you start.
- Start watching right away, no sign-up.
Disadvantages
- No certificate, deadlines or graded work.
- Quality and depth vary: check that the playlist is finished before you start.
- No certificate.
- No graded assignments or feedback.
Some points apply to every course of this kind; see how we rank.
Free
- Free: Watch on YouTube, no account needed.
- Certificate: None. Code or take notes along to make it stick.
Yale University is in Tier 1: world-leading universities and India's top institutes of our institution ranking (95/100).
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