Dr. Tanvir Islam is presently a staff data scientist at Okta, specialized in machine learning, algorithms, optimization, statistics, and big data technologies. Previously, he held research scientist positions at NASA JPL, Caltech, and NOAA. He holds a PhD in Engineering (Machine Learning and Sensing) from the University of Bristol. He has numerous publications and patents in machine learning, deep learning, artificial intelligence, rover autonomy, optimization techniques, and data-driven systems.
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Zuletzt erschienen
Hands-on Deep Learning
Tanvir Islam
"1-Introduction".- "2-Implementing the gradient descent algorithm".- "3-Training deep neural networks".- "4-Dealing with bias and variance".- "5-Leveraging advanced optimization techniques".- "6- Applying convolutional neural networks".- "7-Creating recurrent neural networks".- "8-Crafting long short-term memory networks".- "9-Using embeddings in language models".- "10-Assembling attention mechanisms and transformers".
