Into the Unknown
Differential Equations Part I Basic Theory Korea Advanced Institute of Science and Technology It is impossible to appreciate the beauty of mathematics without knowing differential equations, nor become and qualify as a skillful engineer. You probably have begun studying them ever since high school. This course provides basic terminologies, concepts, and methods of solving various…
Camera and Imaging Columbia University Our eyes are the most valuable sense organs, a fact is that up to 80% of all sensory impressions are registered through our sight. It is more exciting to give computer eyes and let them to see and understand this world. This course taught by Prof. Shree Nayar, will help…
Mathematics for Engineers: The Capstone Course The Hong Kong University of Science and Technology This course is the apex of the entire specialization. It is truly a rewarding journey. I am so excited to learn some basic concepts in computational fluid dynamics (CFD), and to visualize fluid flow around a cylinder with MATLAB. Math is…
Basic Modeling for Discrete Optimization The University of Melbourne The Chinese University of Hong Kong This is the official course of learning MiniZinc, which is a high-level constraint modelling language that allows you to easily express and solve discrete optimization problems. Learning how to build models could easily become a mind-dumbing task, but fables will…
Numerical Methods for Engineers The Hong Kong University of Science and Technology This is an excellent course to consolidate your mathematics knowledge with Matlab programming skills. In real life it is usually extremely difficult to find roots, compute quadrature, or solve ordinary differential equations. It is critical to gain the skills to effectively use Matlab….
Transformer Models and BERT Model Google This is a very short course, 1 hour will be enough for you to complete. As the title of this course implies, if you are looking for a quick introduction to the attention mechanism and transformer models, this course is a very good choice. My Certificate I am Kesler…
Combinatorics and Probability US San Diego You may already have some experience that, in daily life, brute force by counting items one-by-one is almost the worst method to find the the you want. A mathematical field called combinatorics is a powerful tool to help you think before getting your hand dirty. Moreover a solid grasp…
Fundamentals of Equities Interactive Brokers This is a nice course introducing all fundamental concepts you need to know as a newcomer. You will familiarize yourself with some common terms and concepts surrounding investments. You will understand how important are the accounting concepts like the income statement, balance sheet and statement of cash flows. My Certificate…
Machine Learning in Production deeplearning.ai Designing an end-to-end production machine learning system is a challenge. This is rarely done by any single individual, but a well-collaborated team is required to achieve the goal and make the system keep running. The lifecycle is pretty much like the one employed for software project, however obviously there are…
Generative AI with Large Language Models DeepLearning.AI I earned my last certificate from DeepLearning.AI in 2018, long time no see! Then, the primary reason that I trusted DeepLearning.AI was its founder Andrew Ng. Now I trust DeepLearing.AI more, only because it has been delivering good quality courses for years. Its courses deserve your time. AI…
Cloud Computing Law Queen Mary University of London You, as an end user of various cloud services, may find that it is quite easy to get want you want and finish your tasks on cloud services. However doing business in cloud is never easy – when you, as either providers or customers of cloud services,…
Derivatives – Options & Futures Interactive Brokers This is a short overview of derivatives: options and futures. You will learn basics and how to trade on Interactive Brokers online platform. However bear in mind that derivatives involve critical risk so that are not suitable for all investors. Learning a few courses won’t guarantee that you…
Kubernetes Integration and Advanced Orchestration Techniques LearnQuest Kubernetes is revolutionary, it introduced new perspectives and methods of developing and deploying software. I remember there was a trend that everyone wants to get their software containerized and be able to work well on Kubernetes platforms. How would the seamless integration and orchestration happen? This course covers…
Trustworthy Generative AI Vanderbilt University No matter how fancy generative AI is, the truth is that you can not trust it. The real things behind beautiful wording and perfect grammar are probably nonsense or even lies. You will have to do fact checks, and think again whether your time is worth the benefit. Generative AI…
Securing, Monitoring, and Scaling Kubernetes Clusters LearnQuest Certainly referring to official documents is another way of learning how to use Kubernetes, but the benefit of learning a course like this is that it will help you gain lots of useful information and skills without spending much time, given the fact that you are new and…