Engineering and Technology
Learn Python, NumPy, pandas, Matplotlib, PyTorch, calculus, and linear algebra—the foundations for building your own neural network.
In the AI Programming with Python course on Udacity, you will be introduced to Python and learn how to use libraries and automation scripts to solve complex problems efficiently. You will also learn how to use key tools for working with data in Python, such as Jupyter Notebooks, NumPy, Anaconda, pandas, and Matplotlib. Additionally, you will learn foundational linear algebra and calculus concepts that are essential for success in AI, including vectors, linear transformations, matrices, plotting, derivatives, and the chain rule. Finally, you will gain a solid foundation in neural networks, deep learning, and PyTorch, and even create your own image classifier.
by Udacity
Learn Python, NumPy, pandas, Matplotlib, PyTorch, calculus, and linear algebra—the foundations for b...
by Udacity
A first step for beginners towards careers in web and app development, machine learning, data scienc...
by Udacity
Learn what machine learning is and the steps involved in building and evaluating models. Gain in dem...
by Udacity
Learn essential Artificial Intelligence concepts from AI experts like Peter Norvig and Sebastian Thr...
by Udacity
Master the skills necessary to implement machine learning models, build end-to-end AI solutions, and...
by Udacity
Master the foundations of artificial intelligence so you can strategically implement machine learnin...
by Udacity
Be at the forefront of the AI revolution in healthcare and transform patient outcomes by enabling en...
by Udacity
AI Fundamentals is an entry point into the world of AI using Microsoft's cloud-based solutions, such...
by Udacity
Develop AI products that deliver real business value by building skills that help you compete in the...
by Udacity
Learn to apply ethical AI to minimize bias, while maximizing fairness and explainability, ensuring a...