Futurise’s Deep Learning – AI & ML course introduces learners to the fundamentals of deep learning, a specialized field of Machine Learning focused on artificial neural networks that can learn from data and make intelligent decisions. Deep Learning is widely used in areas such as computer vision, natural language processing, and speech recognition.

In this course, learners will explore neural networks, optimization algorithms, and regularization techniques, along with advanced topics such as Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and Deep Reinforcement Learning. By the end of the course, students will have a strong foundation in Deep Learning and the practical knowledge needed to apply these techniques to real-world problems.

• Overview of Deep Learning
• Convolutional Neural Networks
• Recurrent Neural Networks
• Autoencoders
• Generative Adversarial Networks
• Transfer Learning