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Developing an AI Skillset: Courses, Books, and More
Technology and in particular Artificial Intelligence (AI) is disrupting every industry and at the same time is opening up new avenues for disruption. Still, regardless of whether you're new to the workforce or a seasoned professional, building an AI skill set can lead to some great career opportunities. In this guide, we'll go through step-by-step how to get started with AI and provide a list of recommended courses, books, and other materials. There are many online courses that can help you learn the basics of AI at your own convenience. Here are some top courses to consider: a. Google AI Essentials: Google provides an online course on AI called AI Essentials that requires no coding background. In the course, learners will be introduced to generative AI tools, the tutorial besides the prompt, and/ or responsible AI use cases. This course is well scheduled to suit everybody's daily routines. b. Stanford Online: Stanford University offers many artificial intelligence courses through its online platform. These courses are offered at various levels such that you can begin right from learning the basics to courses for higher expertise. The curriculum comprises current information about industries, skills, and academic knowledge. Such courses include 'Artificial Intelligence for Engineers and Technical Professionals'. c. Coursera: Coursera also provides some AI courses like IAI AI for Everyone, IAI Machine Learning, and IAI Convolutional Neural Networks. It is noteworthy that among them there are several courses by Andrew Ng like 'Machine Learning with Andrew Ng from Stanford University' and "AI For Everyone with Andrew Ng', which is designed for a non-technical audience. d. edX: edX is a platform that hosts MIT and Harvard AI courses among other universities. For those who want to get down to the basics of AI, they will benefit from taking the 'Artificial Intelligence for Everyone' 'Artificial Intelligence: Principles and Techniques' course offered by Stanford University.
Analytics Insight
Sat, 21 Sept, 4:00 PM UTC
Raspberry Pi's Free AI Course for Educators : Empowering Teachers with AI
The Raspberry Pi Foundation, in collaboration with Google DeepMind, has launched an invaluable free online course titled 'Understanding AI for Educators'. This course aims to help educators at all levels to confidently incorporate AI into their classrooms. It offers a well-rounded introduction to AI concepts and ethical considerations, making it accessible regardless of the participants' prior experience. From understanding AI tools to integrating them in educational settings, this course equips educators with everything they need to guide their students in this rapidly evolving field. "Discover the world of artificial intelligence (AI) and how it is set to change the ways we teach and learn. Gain valuable experience for discussing and using AI tools with your learners." Quick Links: The course 'Understanding AI for Educators' is designed to bridge the gap between educators and artificial intelligence (AI), ensuring that every teacher -- whether experienced or new to the subject -- can comfortably engage with AI tools in the classroom. The goal is to make AI literacy more accessible to students and ensure educators can effectively communicate the opportunities, limitations, and ethical considerations that come with AI. AI is rapidly transforming industries, education, and daily life, and this course addresses the growing need for students to understand AI's impact. In just three weeks, participants gain a comprehensive view of AI systems, from how they are built to how they can ethically be used in classrooms. Furthermore, the course covers both predictive and generative AI models, offering educators insights into how to incorporate these systems into various educational activities. The course is thoughtfully structured, with design principles aimed at leveling the playing field for educators. Whether participants are familiar with AI or just beginning, the course enables them to gain a solid foundation. Special attention is given to language and terminology, ensuring that the educators understand the non-sentient nature of AI systems. For instance, phrases like 'The model understands' are replaced with 'The model analyses' to emphasize that AI systems are merely computer algorithms, not conscious entities. This careful choice of language fosters accurate and responsible communication in the classroom. Ethics also play a critical role in the course design. Throughout the materials, the social and ethical impacts of AI are highlighted. The aim is to ensure that educators and their students remain aware of both the opportunities and challenges AI presents in society. The course offers three main takeaways that educators can directly apply to their teaching: 1. Communicating about AI Systems Effectively Deciding the level of detail when explaining AI to students can be daunting, but the SEAME framework simplifies this process. SEAME stands for social and ethical (SE), application (A), model (M), and engine (E), and the framework allows educators to focus their lessons based on these levels. For instance, they might discuss the ethical implications of AI without delving into the technical details of how AI models are trained. 2. Problem-Solving Approaches: Predictive vs. Generative AI The course introduces the distinction between predictive and generative AI models. Predictive AI systems make forecasts based on historical data, like predicting the weather or recommending content. Generative AI, on the other hand, can produce media such as text, images, or music. This distinction is crucial for understanding the different ways AI can be used in education. 3. Using Generative AI Tools: The OCEAN Process The OCEAN process is a framework designed to help educators use generative AI tools effectively. The process includes steps like setting clear objectives, providing context, offering examples, assessing the AI's output, and negotiating to improve it. By following these steps, educators can help their students get the most out of generative AI tools such as ChatGPT or Stable Diffusion. One of the key insights of the course is how AI can enhance rather than hinder critical thinking skills in students. Contrary to the fear that AI tools may lead to dependency, the course encourages educators to view AI as a supplement to traditional learning, enabling students to solve complex problems and gain hands-on experience with cutting-edge technology. Participants of the course have noted a complete shift in their perception of AI in education. For example, one educator expressed how they initially saw AI as a potential threat to critical thinking but changed their viewpoint after realizing the opportunities AI offers for enhancing learning. The course emphasizes the importance of teaching AI ethics, ensuring that both educators and students consider the broader social implications of AI technologies. These discussions are crucial as AI continues to permeate various sectors of society. Enrolling in the 'Understanding AI for Educators' course is simple and free of charge. Educators can sign up through the Raspberry Pi Foundation's Experience AI program. Over the course of three weeks, participants will receive structured lessons, hands-on activities, and access to a range of teaching resources designed to help them feel more confident in guiding students through the complexities of AI. In summary, the Raspberry Pi Foundation's free AI course for educators is an essential resource for teachers aiming to stay ahead of technological developments. Through a careful blend of ethical considerations, problem-solving approaches, and hands-on learning, this course empowers educators to integrate AI seamlessly into their teaching practices.
Geeky Gadgets
Tue, 24 Sept, 10:18 AM UTC
Top AI Courses in India
In the past few years, Artificial Intelligence (AI) has become one of the most exciting fields in technology. This is because AI has overtaken most industries and is continuing to shape them. Whether in healthcare or finance, skilled professionals are highly demanded. In India, the tech ecosystem is growing and becoming a hub for AI education. This blog will review some of the top AI courses in India that can help students and even professionals stay ahead in this fast-evolving field.
Analytics Insight
Mon, 18 Nov, 12:10 PM UTC
Top Courses for Learning AI-Powered Web Development
To enhance web development skills using AI, a plethora of quality courses are available for following proper guidance. Listed below are some of the best courses by which an individual can learn AI-powered web development. The "AI for Web Developers" specialization on Coursera is aimed at helping web developers work with AI in their projects. Course content is graduated from the basics of AI, such as machine learning and natural language processing, and teaches you how to add AI tools to your web application. You will learn to apply generative AI in writing, documentation, and even debugging code. Learn next-generation app features with hands-on exposure to OpenAI's API. All in all, this course is best for developers who want to improve workflows and enable applications with AI features.
Analytics Insight
Wed, 2 Oct, 8:03 AM UTC
Coursera Learner Trends 2024: India leads in global GenAI enrollments
60% of top courses teach AI & ML; GenAI enrollments surge 4X with one enrollment every minute Coursera, Inc. (NYSE: COUR), one of the world's largest online learning platforms, unveiled its annual learner trends for India, based on insights from over 27 million registered learners. This year, India surpassed Europe in the total number of learners on Coursera, highlighting the ambition and commitment of Indian learners to upskill and stay competitive in a rapidly evolving global workforce. Two key trends emerged in 2024: an unprecedented demand for GenAI learning and a growing preference for role-specific content to prepare for specific jobs. According to Microsoft's Work Trend Index 2024, AI skills have become a top hiring priority for Indian leaders - 75% stated they wouldn't hire candidates lacking AI skills, and 80% would prefer less experienced candidates with AI skills over more experienced ones without them. Reflecting this shift, 60% of India's top courses this year focused on AI and ML, cementing their position as must-have skills for professionals across industries. In 2024, Coursera recorded a 4x increase in GenAI enrollments in India, totaling 1.1 million to date - the highest globally, followed by the US. On average, learners enrolled in GenAI content every minute - an impressive jump from one enrollment every three minutes in 2023. While foundational GenAI courses remained popular, the focus shifted to applying GenAI at work, signaling a maturing interest in practical applications of the technology. Beyond AI, Indian learners continued to pursue perennial favorites like finance, project management, and data analytics, underscoring the importance of versatile skills in today's dynamic job market. Entry-level Professional Certificates, which require no prior experience or college degree, also saw a rise in uptake. Several NSQF-aligned certificates, including Google Data Analytics, Google Project Management, IBM Data Science and Google UX Design, ranked among the top 10 in India. "Indian learners embraced the future of work in 2024, prioritizing GenAI and job-aligned, mission critical skills to stay competitive in an evolving job market. Their progress amidst GenAI's disruption shows their resilience, adaptability and drive to lead on a global stage," said Raghav Gupta, Managing Director, India and Asia Pacific, Coursera. "In 2025, we expect the global race toward AI literacy to further accelerate, and we remain committed to empowering Indian learners with accessible and transformative education for success in the AI-powered world." Preliminary insights from Coursera's Job Skills Report 2025 indicate that Indian enterprise learner efforts align closely with broader learner trends. GenAI skills were the most-sought-after by Indian learners, followed by Cybersecurity, Risk management and Mitigation, and HR technology, emphasizing the efforts being made to build resilient, future-ready workplaces. These findings highlight the growing synergy between upskilling initiatives driven by Indian institutions and the global workforce requirements. The upcoming report will unveil the fastest-growing job skills for 2025, drawn from insights based on the learning habits of Enterprise learners on Coursera. Ten most popular courses in India in 20241AI For Everyone by DeepLearning.AI2Generative AI for Everyone by DeepLearning.AI3Python for Data Science, AI & Development by IBM4Introduction to Generative AI by Google Cloud5Foundations: Data, Data, Everywhere by Google6Foundations of Cybersecurity by Google7Supervised Machine Learning: Regression and Classification by Stanford University & DeepLearning.AI8Financial Markets by Yale University9Google AI Essentials by Google10Foundations of Project Management by Google Ten most popular GenAI courses in India in 20241Generative AI for Everyone by DeepLearning.AI2Introduction to Generative AI by Google Cloud3Google AI Essentials by Google4Generative AI with Large Language Models by DeepLearning.AI & Amazon Web Services5Prompt Engineering for ChatGPT by Vanderbilt University6Generative AI: Introduction and Applications by IBM7Generative AI: Prompt Engineering Basics by IBM8ChatGPT Prompt Engineering for Developers by DeepLearning.AI9ChatGPT Advanced Data Analysis by Vanderbilt University10Introduction to Large Language Models by Google Cloud About Coursera Coursera was launched in 2012 by two Stanford Computer Science professors, Andrew Ng and Daphne Koller, with a mission to provide universal access to world-class learning. It is now one of the largest online learning platforms in the world, with 162 million registered learners as of September 30, 2024. Coursera partners with over 350 leading universities and industry partners offer a broad catalog of content and credentials, including courses, Specializations, Professional Certificates, Guided Projects, and bachelor's and master's degrees. Institutions around the world use Coursera to upskill and reskill their employees, citizens, and students in fields such as data science, technology, and business. Coursera became a Delaware public benefit corporation and a B Corp in February 2021.
CXOToday.com
Tue, 10 Dec, 8:15 AM UTC
