Deep Learning Training: TensorFlow Certification – Edureka

Edureka has a certification course accessible. Using the TensorFlow 2 Python library, learners will master a variety of prominent algorithms such as CNN, RCNN, RNN, LSTM, and more. There are also real-time initiatives such as mood and gender detection, as well as automatic image captioning. The students will also be comfortable writing TensorFlow code to create deep learning models for text and picture processing.

The fundamentals of a single layer and multilayer perceptron, as well as CNN methods for image processing and classification, will be covered. Furthermore, advanced concepts such as transfer learning, RCNN, ROI, Pooling, Faster RCNN, and Mask RCNN are comprehensively covered through hands-on demonstrations. Finally, the learners will be aware of concepts like Boltzmann Machine and Autoencoders and the uses of GAN in the modern AI industry. The course curriculum includes:

Introduction to Deep Learning

• Getting Started with TensorFlow 2
• CNN
• Regional CNN
• GAN
• Emotion and Gender Detection
• Introduction to RNN and GRU
• LSTM
• Auto Image Captioning using CNN and LSTM