
Machine Learning
Explore 68 curated resources in machine learning.


AI Infrastructure and Operations Fundamentals
Artificial Intelligence, or AI, is transforming society in many ways.



Agentic AI and AI Agents: A Primer for Leaders
Forget everything you know about traditional AI. Agentic AI doesn’t just analyze data; it acts on it. From drafting sales emails to updating CRMs, it’s not just a tool—it’s a game-changer. Are you ready to harness its power?



Fundamentals of Machine Learning and Artificial Intelligence
In this course, you will learn about the foundations of machine learning (ML) and artificial intelligence (AI). You will explore the connections between AI, ML, deep learning, and the emerging field of generative artificial intelligence (generative AI), which has captured the attention of businesses and individuals alike. You will gain a solid understanding of foundational AI terms, laying the groundwork for a deeper dive into these concepts. Additionally, you will learn about a selection of Amazon Web Services (AWS) services that use AI and ML capabilities. You will gain practical insights into how these tools can be used to solve real-world problems and drive innovation across various industries.



Generative AI Applications and Popular Tools
Welcome to the 'Generative AI Applications and Popular Tools' course, learning resource for mastering the intricacies of chatbot technology, including RASA, GPT-3, and OpenCV, along with an in-depth exploration of popular Generative AI tools like MidJourney, GitHub Copilot, DALL·E 2, and more.



Generative AI: Introduction and Applications
This course is designed for everyone, including professionals, executives, students, and enthusiasts, interested in learning about generative AI and leveraging its capabilities in their work and lives.



Introduction to AI and Machine Learning on Google Cloud
This course introduces the artificial intelligence (AI) and machine learning (ML) offerings on Google Cloud that support the data-to-AI lifecycle through AI foundations, AI development, and AI solutions. It explores the technologies, products, and tools available to build an ML model, an ML pipeline, and a generative AI project based on the different goals of users, including data scientists, AI developers, and ML engineers.



Introduction to AI for Cybersecurity
In "Introduction to AI for Cybersecurity," you'll gain foundational knowledge of how artificial intelligence (AI) is transforming the field of cybersecurity. This course covers key AI techniques and how they can be applied to enhance security measures, detect threats, and secure digital systems. Learners will explore hands-on implementations of AI models using tools like Jupyter Notebooks, allowing them to detect spam, phishing emails, and secure user authentication using biometric solutions.



Introduction to AI
Learn the basics of Artificial Intelligence AI and how it is applied in various industries





Practical AI for Professionals
Explore key ideas in Artificial Intelligence (AI) while delving into trending developments in the field. Examines AI tools and frameworks to enable collaboration effectively and efficiently across technical and non-technical stakeholders. Analyze topics such as AI-enabled perception, representation, reasoning, and learning as contextualized by societal impact. Equips students with the knowledge and skills necessary to confidently navigate the ever-evolving landscape of artificial intelligence




Python for Data Science, AI & Development
Kickstart your learning of Python with this beginner-friendly self-paced course taught by an expert. Python is one of the most popular languages in the programming and data science world and demand for individuals who have the ability to apply Python has never been higher.



AI for Business: Generation & Prediction
Artificial Intelligence (AI) is not a new technology, it has been in development for decades. Today, however, AI is in the spotlight as it reshapes the way businesses operate, innovate, and engage with customers. Generative AI stands at the forefront of this transformation. This course demonstrates the foundations and practices of using Generative AI in Business settings.




Introduction to Deep Learning & Neural Networks with Keras
Looking to start a career in Deep Learning? Look no further. This course will introduce you to the field of deep learning and help you answer many questions that people are asking nowadays, like what is deep learning, and how do deep learning models compare to artificial neural networks? You will learn about the different deep learning models and build your first deep learning model using the Keras library.



Trustworthy Generative AI
We see lots of news reports of Generative AI tools, such as ChatGPT, making mistakes and producing inaccurate information. Many of these mistakes happen because humans use the tools in the wrong way - trying to solve unsuitable problems and not thinking about risk. Hallucination isn't a bug, it's a feature when you approach problems correctly. This course teaches techniques for determining if a problem fits Generative AI's capabilities, framing problems to reduce risk, prompt engineering for trust, and appropriate human engagement in the process. Students learn concrete prompt designs, how to check outputs, how to use Generative AI for ideation and creation, ways to augment human skills, and more ethical, beneficial applications.




Artificial Intelligence for Small and Medium Businesses
Learn how AWS artificial intelligence AI and machine learning ML can help small and medium businesses SMBs innovate and grow



Machine Learning Basics
Learn the basics of machine learning including supervised and unsupervised learning neural networks and deep learning




Azure AI Fundamentals
Learn the basics of artificial intelligence AI and machine learning ML with Azure AI Fundamentals





AI for Small Business
How AI can help small businesses improve efficiency productivity and quality of insights



Begin Your Journey with No Code AI
No code AI is a cost efficient way for individuals and companies to implement new systems without the need for extensive training or coding knowledge




What is Practical AI A Short Answer
Practical AI is a set of techniques and tools that enable machines to perform tasks that typically require human intelligence such as learning problem solving and decision making




Understanding No Code AI ML in a Nutshell
No code AI and machine learning are revolutionizing the way businesses approach data analysis and automation



Artificial Intelligence for Business
Artificial Intelligence for Business is an online program for learners seeking the competitive edge in emerging business technology Technology oriented professionals online marketers statisticians automation innovators and data professionals will benefit from this 4 week certificate




Practical AI
Making artificial intelligence practical productive accessible to everyone Practical AI is a show in which technology professionals business people students enthusiasts and expert guests engage in lively discussions about Artificial Intelligence and related topics Machine Learning Deep Learning Neural Networks GANs MLOps AIOps LLMs more The focus is on productive implementations and real world scenarios that are accessible to everyone If you want to keep up with the latest advances in AI while keeping one foot in the real world then this is the show for you





Practical AI
Making artificial intelligence practical productive accessible to everyone Practical AI is a show in which technology professionals business people students enthusiasts and expert guests engage in lively discussions about Artificial Intelligence and related topics Machine Learning Deep Learning Neural Networks GANs MLOps AIOps LLMs more



Practical AI Machine Learning Data Science LLM
Listen to the technology audio show Practical AI Machine Learning Data Science LLM from Changelog Media in Apple Podcasts Spotify YouTube Overcast and other podcast apps



Practical AI
A weekly newsletter about Artificial Intelligence and its applications and implications on business and work



Artificial Intelligence for Business Creating Value with Machine Learning
Learn how to create value with machine learning and artificial intelligence in business



No Code AI and Machine Learning Building Data Science Solutions
In this 12 week program you will learn to use AI and Machine Learning to make data driven business decisions by understanding the theory and practical applications of supervised and unsupervised learning neural networks recommendation engines computer vision etc



No Code AI and Machine Learning Program
A program that teaches AI and Machine Learning concepts without requiring coding skills




Basics of Artificial Intelligence
Introduction to artificial intelligence including its definition history and applications



Artificial Intelligence 101 The basics of AI everyone should know
AI is revolutionizing tasks with smart tools and chatbots Learn how Atlassian Intelligence boosts productivity and collaboration using advanced AI technology



Artificial Intelligence in Business
Artificial intelligence has transformed modern business practices and streamlined day to day operations



AI for Entrepreneurs A Comprehensive Guide to Getting Started
Artificial Intelligence AI has revolutionised the way businesses operate offering unprecedented opportunities for innovation efficiency and growth



Cogniflow AI
Cogniflow AI is a no code artificial intelligence platform that allows users to build and deploy AI models without requiring extensive coding knowledge



How to Learn Artificial Intelligence
A guide to learning artificial intelligence including resources and tips for getting started




What is AI A Quick Start Guide for Beginners
Learn the basics of Artificial Intelligence its applications and how to get started with AI



The 10 Best Examples Of Low Code And No Code AI
The emergence of a new generation of no code low code AI tools and platforms is exciting Today if you know where to look then just about anyone can dive in and start creating applications that leverage machine learning in innovative ways



How to Use AI for Small Business
Learn how to use AI for small business including tips and resources for getting started with artificial intelligence



Artificial Intelligence Explained
Learn about artificial intelligence its types and applications




AI for Business
Develop a unique end to end understanding of AI and how you can make your organisation AI ready



How AI Is Used in Business
Artificial intelligence AI refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions





Artificial Intelligence for Small Business The Complete Guide
A guide to using artificial intelligence in small businesses including use cases and tools



AI for Entrepreneurs and Business Leaders
Welcome to AI for Entrepreneurs and Business Leaders a platform created to unravel the dynamic rapidly evolving landscape of artificial intelligence and its transformative implications for businesses across sectors and to spotlight YOU



AI for Small Business A Beginner s Guide
With the recent advancements in AI there s no denying that it s an increasingly powerful and versatile tool that s here to stay Companies of all sizes have used AI in business to a degree for some time now but as its capabilities popularity and access grow many are wondering how to implement AI for their small business





5 Small Businesses Tasks That Can Be Done By Artificial Intelligence Tools
Chatbots machine learning and automation tools can all help your team work more productively and boost morale



AI for Entrepreneurs Podcast
The AI for Entrepreneurs podcast explores the intersection of artificial intelligence and entrepreneurship discussing topics such as AI applications machine learning and data science




Google s AI Course for Beginners in 10 minutes
Google s AI course for beginners covering the basics of AI and machine learning

