Overview:
This 12-week course demystifies deep learning and neural networks, making these advanced topics accessible to beginners. Through interactive lessons, students will learn the key concepts of neural networks, work with deep learning frameworks, and apply their knowledge to build and train simple models.
What You'll Learn
- Fundamental concepts of neural networks and deep learning.
- Basic architecture of neural networks, including neurons and layers.
- Working with popular deep learning frameworks like TensorFlow and Keras.
- Building, training, and deploying simple neural network models.
- Understanding and applying convolutional and recurrent neural networks.
- Ethical considerations and impacts of using deep learning technologies.
