Harvard University · edX
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.

University of Western Australia via Coursera
This is a unique online course which teaches students the basics of blood film analysis. This course is specifically tailored to those with a background in Medical Science, Medicine or Pathology who are studying or starting work in a haematology laboratory but also serves as a valuable continuing education resource. To be successful in this course, access to a haematology laboratory is desirable but not essential.
This is not a textbook or a laborious examination of every blood film abnormality but rather focusses on the approach – both an overall method for analysing a blood film, and a framework for analysing quantitative and qualitative changes in blood cells.
At each step students are taught a method, provided with the theoretical framework for interpreting abnormalities, and shown examples of abnormalities highlighting their clinical significance. This is reinforced with frequent in-lecture interactive quizzes, end of lecture mcqs, and suggested lab exercises which engage the student with the laboratory and their colleagues.
At the end of each module and at the end of the whole series are summative assessments which must be successfully completed to attain the course certificate.
This 'Course Introduction' Module 1 describes the background to the blood film. It provides you with an overview of what takes place in a laboratory when a film of blood is analyzed. '1.1 - Course Overview' describes the background to the blood film. It explains how a FBC analyser works in '1.2 - T…
This 'Red Cell Morphology' module takes you through a systematic method of examination of red cell morphology. It starts with a basic approach in '2.1 Red Cell Morphology Basics', then examines red cell quantity and red cell quality in '2.2 Describing Microcytic, Macrocytic and Normocytic Anaemias…
This 'White Cell Morphology' Module 3 takes you through a systematic method of examination of white cell morphology, following the template for blood film analysis in '3.1 A framework for analysing white cell quantitative disorders'. It starts by examining problems of white cell quantity, then exam…
This '4Ps of Morphology - Platelets, Pregnancy, Paediatrics and Parasites' module deals with an assortment of important specific areas of blood film morphology. It first completes the systematic analysis of the blood film by discussing quantitative and qualitative changes in platelets in '4.1 Plate…
In this 'Live Blood Film Analysis - Putting it all together' module, we demonstrate the use of our method for blood film analysis using videos of real slide examinations for the five cases. The presentation format for each case is similar: each case starts by providing a case history and full blood…
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University of Western Australia is in Tier 3: good universities, respected companies, nonprofits and well-known teachers of our institution ranking (72/100).
Harvard University · edX
Focusing on the basics of machine learning and embedded systems, such as smartphones, this course will introduce you to the “language” of TinyML.
Harvard University · edX
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Massachusetts Institute of Technology · YouTube
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Harvard University · edX
An introduction to programming using Python, a popular language for general-purpose programming, data science, web programming, and more.