The course "Artificial Intelligence for Beginners" is a good starting point for all those who want to take the first step in unraveling the secrets of this technology.
Artificial Intelligence will certainly be a science and a technology that will be present more and more deeply in the life of every person, regardless of the field in which they work. The big companies, Microsoft, Google, Adobe and OpenAI, are developing and implementing artificial intelligence in more and more applications and fields.
Related: YouTube and Google DeepMind announce music experiments with AI
Artificial Intelligence for Beginners (Free Course by Microsoft)
Explore the world of Artificial Intelligence (AI) with Microsoft's 12-week, 24-lesson curriculum! It deepens the fields of Intelligence Symbolic AI, Neural Networks, Computer Vision, Natural Language Processing and other. Hands-on lessons, quizzes and labs enhance your learning. Perfect for beginners, this comprehensive guide written by experts covers TensorFlow, PyTorch and the ethical principles of Artificial Intelligence.
Link: Artificial Intelligence for Beginners
The "Artificial Intelligence for Beginners" course includes:
- Different approaches to Artificial Intelligence, including the "good old" symbolic approach with knowledge representation and reasoning - Knowledge Representation (GOFAI).
- Neural Networks and Deep Learning, which are the foundation of modern Artificial Intelligence. We will illustrate the concepts behind these important topics using code in two of the most popular frameworks – TensorFlow and PyTorch.
- Neural architectures (Neural Architectures) for working with images and text. We will cover recent models, but we may not be up to date with the most advanced technologies.
- Less popular approaches to Artificial Intelligence such as Genetic Algorithms and Multi-Agent Systems.
The curriculum includes practical lessons, quizzes and labs.
