PyTorch Training
PyTorch Course:
PyTorch is a Python-based scientific computing package serving a dual purpose. First as a replacement for NumPy to use the power of GPUs and second a deep learning research platform that provides maximum flexibility with speed. PyTorch facilitates building deep learning projects using Python. PyTorch emphasizes flexibility and allows deep learning models to be written in Python. You can also think of PyTorch as Numpy, but with strong GPU acceleration. PyTorch supports dynamic computation graphs that allow changes in how the network behaves on the fly, unlike static graphs that are used in frameworks such as Tensorflow. This PyTorch training covers first the features of PyTorch, its pros and cons, and comparison with other alternatives, it then starts with the fundamentals of PyTorch. This corporate training on PyTorch further covers Linear regression, Logistic regression, Neural networks, CNN, RNN, etc with the context of PyTorch. Corporate training in PyTorch is customized based on the requirement of the clients. This PyTorch training is delivered by our experts at Bangalore as well at client locations across India and South-East Asia in cities such as Bangalore, Chennai, Hyderabad, Pune, Mumbai, Delhi, Noida, Gurgaon, Singapore, Hong Kong and many more.
PyTorch Course Curriculum
PyTorch Fundamentals
Tensorflow vs Pytorch vs Keras
Reproducibility
Basic Mathematical Tensor Operations
Two-Dimensional Tensors
Practical Applications Using PyTorch
What is Linear Regression
Linear Regression From CPU to GPU in PyTorch
Logistic Regression for classification
Logistic Regression with PyTorch
Hidden Layers
Activation Functions
Feedforward Neural Network in PyTorch
Feedforward Neural Network From CPU to GPU in PyTorch
Feedforward Neural Network Transition to CNN
Multiple Convolutional Layers Overview
Padding for Convolutional Layers
CNN in PyTorch
Expanding CNN Model's Capacity
Pre-trained CNNs
Introduction to RNN
More RNN Models in PyTorch
Introduction to LSTMs
LSTM in PyTorch
Frequently Asked Questions
We provide classroom-based as well as online training. Since this is a hand-on training so batches generally does not contain more than 4 people.
We will provide web services specific study material as the course progresses. You will have lifetime access to all the code and basic settings needed for these PyTorch training through our github account and the study material that we share with you. You can use that for quick reference.
Feel free to drop a mail to us at [email protected] and we will get back to you at the earliest for your queries on PyTorch course
We have tie ups with various companies and placement organizations to whom we connect our learners. Each PyTorch training ends with career consulting
Minimum 2-3 projects of industry standards on PyTorch will be provided
Yes, we provide our own course completion certificate to all students. Each PyTorch training in bangalore ends with training and project completion certificate
You can pay by card (debit/credit), cash, cheque and net-banking. You can pay in two installments
We take immense pride to provide post training career consulting for PyTorch training
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