This notebook explores the biological and psychological inspirations to the world’s first neural networks.
Course Prerequisites: An understanding of fundamental programming concepts in Python 3 such as functions, loops, dictionaries, and arrays. An understanding of how to compute a regression line.
AI Trainings
Access various online training courses for free and get upskilled in your own time.
NVIDIA – Accelerate Data Science Workflows
Across industries, modern data science requires large amounts of data to be processed quickly and efficiently. These workloads need to be accelerated to ensure prompt results and increase overall productivity. NVIDIA RAPIDS offers a seamless experience to enable GPU-acceleration for many existing data science tasks with zero code changes.
NVIDIA – Generative AI Explained
Generative AI describes technologies that are used to generate new content based on a variety of inputs. In recent time, Generative AI involves the use of neural networks to identify patterns and structures within existing data to generate new content.
NVIDIA – Getting Started with AI
The power of AI is now in the hands of makers, self-taught developers, and embedded technology enthusiasts everywhere with the NVIDIA Jetson developer kits. This easy-to-use, powerful computer lets you run multiple neural networks in parallel for applications like image classification, object detection, segmentation, and speech processing.
NVIDIA – AI for All: From Basics to GenAI Practice.
Artificial Intelligence, or AI, is transforming society in many ways. From speech recognition to self-driving cars, to the immense possibilities offered by generative AI. AI technology provides enterprises with the compute power, tools, and algorithms their teams need to do their life’s work.
IBM Generative AI for Project Managers (Coursera)
Boost your project management career with gen AI. Learn in-demand skills and gain generative AI expertise to advance your project management career.
PMI Generative AI Overview for Project Managers
Generative AI Overview for Project Managers is a hands-on learning experience for project professionals that will empower you with practical knowledge of AI in project management that you can apply right away to your project management approaches.
GSDC Certified Generative AI in Project Management
Optimize Projects with Generative AI: Streamline workflows, enhance scheduling, and boost overall project performance by applying the power of generative AI for project managers.
APMG AI-Driven Project Manager (AIPM)
Artificial Intelligence (AI) is changing the landscape of project management by introducing new tools and methodologies that significantly enhance project efficiency, decision-making, and strategic planning. The AI-Driven Project Manager (AIPM) certification is designed to equip practitioners with cutting-edge skills that bridge the gap between project management and innovative AI applications.
PMI Cognitive Project Management in AI (CPMAI)
This free course introduces the foundations of AI project management and the CPMAI™ methodology, the industry’s leading framework for managing and delivering AI projects.
Lovable Tutorial Videos
Explore our tutorial videos including tutorials, product demonstrations, user success stories, and more.
Microsoft Ninja Training – For Specific Products
Calling all ninjas! Check out the Microsoft Ninja Training Resources! Whether you’re a beginner or an advanced learner, these comprehensive training resources will help you become an expert in security, compliance, and identity!
Microsoft Learn – AI
Learn new skills and discover the power of Microsoft products with step-by-step guidance. Start your journey today by exploring our learning paths and modules.
OpenAI Academy
Unlock the opportunities of the AI era by equipping yourself with the knowledge and skills to harness artificial intelligence effectively.
Google AI – Learn essential AI skills
We’re building AI skills programs, trainings, and tools to address the specific needs of workers everywhere. Discover Google’s courses and resources designed to help you succeed in an AI-driven world.
AWS Educate
AWS Educate is open to any individual, regardless of where they are in their education, technical experience, or career journey. Simplify your journey into cloud computing and AI with AWS Educate – your free, curated learning path to in-demand tech skills.
AWS Generative AI
Generative AI is a transformative technology that can create new content, including text, images, code, and more, by learning patterns from existing data. It helps businesses and developers automate tasks, enhance creativity, and solve complex problems in ways that were previously impossible, while allowing users to maintain control over how the technology is implemented.
Stanford MLSys
Learn the foundations of production-ready ML, including system architecture, productionization, and performance tuning. Machine learning is driving exciting changes and progress in computing. What does the ubiquity of machine learning mean for how people build and deploy systems and applications? What challenges does industry face when deploying machine learning systems in the real world, and how can academia rise to meet those challenges?
Berkeley LLM Agents
Learn how agents work, including planning engines, tool usage, and reasoning systems from real-world practitioners. Large language models (LLMs) have revolutionized a wide range of domains. In particular, LLMs have been developed as agents to interact with the world and handle various tasks. With the continuous advancement of LLM techniques, LLM agents are set to be the upcoming breakthrough in AI, and they are going to transform the future of our daily life with the support of intelligent task automation and personalization.
DeepMind RL Course
RL is the next frontier. Learn everything from basics to policy optimization, value learning, and planning. Humans excel at solving a wide variety of challenging problems, from low-level motor control through to high-level cognitive tasks. Our goal at DeepMind is to create artificial agents that can achieve a similar level of performance and generality. Like a human, our agents learn for themselves to achieve successful strategies that lead to the greatest long-term rewards. This paradigm of learning by trial-and-error, solely from rewards or punishments, is known as reinforcement learning (RL).