Into the Unknown
ChatGPT Advanced Data Analysis Vanderbilt University This is the second course in the specialization, focusing on one feature called Advanced Data Analysis of ChatGPT (formerly known as Code Interpreter). It can generate Python code, extract data from various sources like spreadsheets, slides, PDF documents, and even audio and video files, and then transform and analyze…
Advanced Kubernetes Deployment Strategies and Networking LearnQuest IT industry changes fast. Think about computer storage and network, they are quite different than what they were 20 years ago. Nowadays, actually many applications and services have already been deployed in Kubernetes. To successfully land a position in IT industry, knowledge and experience in Kubernetes is almost…
Prompt Engineering for ChatGPT Vanderbilt University ChatGPT and other large language models are cool, but still, they can’t manage to read your mind. You need talk to them, give them instructions, and have some kinds of interaction. There are skills to make this interaction happen and effective. Prompt engineering is a critical part of the…
Cloud Computing Law : Law Enforcement, Competition, & Tax Queen Mary University of London Often, law enforcement authorities need to access data in the cloud, which is an interesting perspective of cloud computing that users might never but should think about. Yep, big brother is watching you. The situation becomes a little bit complicated if…
Generative AI for Data Scientists IBM This is a good specialization for those who are looking for opportunities in the field of data science. Concepts are generally introduced in this specialization, so no experience is needed to begin. It is helpful to know what skills you need to become a successful data scientist, but keep…
In order to maintaining a stable and protected, containerized environment, it is fundamental to ensure that Kubernetes workloads are both resilient and secure: The selection between stateful pods and stateless pods is critical to design reliable and secure containerized applications: Stateful pods User input or data need to be preserved and maintained over time.For applications…
Cloud Computing Law: Data Protection and Cybersecurity Queen Mary University of London When talking about data and cloud computing, GDPR will always be on your radar. This is not something only concerns business owners and lawyers, but also affects technology and innovation. GDPR is influential, prevalent and has set a fine example to the world,…
Law Enforcement Access to Cloud Data Law enforcement authorities need to access data in the cloud. As more data is stored in or generated by our use of cloud services, law enforcement authorities increasingly need to cooperate with cloud providers to obtain this evidential data. Obtaining data that is either at rest or in transit…
Generative AI for Software Developers IBM Even though there are a lot of Generative AI tools and techniques to generate code snippets, scripts, test cases, and applications, Generative AI is never Thanos snap. It helps you brainstorm, and complete repetitive tasks, but it also raise the bar to be a skillful software engineer. Being able…
Statistics with Python University of Michigan Python itself is more general purpose, while there are many other programming languages focus on statistics. However given the fact that Python has emerged as the undisputed champion in artificial intelligence and machine learning, which are so closed to statistics, learning statistics with Python is definitely worth the effort…
Probably you’ve heard a lot about ChatGPT and large language models that it is like they are plagiarism tools and helping students writing essays. But the truth is, the best way to leverage the immense capabilities of ChatGPT and large language models are to explore concepts, get ideas, and refine them over interactions. To use…
Data Ethics, AI and Responsible Innovation The University of Edinburgh How should we act in the age where artificial intelligence is fundamentally changing our lives. What is right and what is wrong? Being a tech-savvy, you probably have your own answers, but if not, this course is helping to explore the AI-enabled world and is…
A typical problem requiring us to select a subset from a set of objects that meets some criteria and optimize some objective functions. This kind of problem is likely to be represented as an array of 0/1 variables, or an array of boolean variables. Or in MiniZinc, we can use set variables. Set Variables Modeling…
Shoshana Zuboff, a leading academic in the field, coined to the term ‘surveillance capitalism’, to describe the way in which human experience been transformed into behavioral data, and that data into capital or value or money. She argues that while some of this data is clearly important for service improvement, much of it is considered…
Generative Pre-trained Transformers (GPT) University of Glasgow Scotland has been on my must-visit wish list for a long time. On my mind, it is full of myths, folklore and legends. When I found this course on Coursera, I enrolled in the blink of my eyes. This course is succinct, but informative. Should you have some…