In this Keras Training covers essential modules to deliver skills in alignment with the current job market. This course will teach you how to use Keras to pre-process data, model, build, analyze, and optimize neural networks. You will learn how to organize data for the purpose of designing and training an artificial neural network from the ground up, how to develop and fine-tune CNNs (Convolutional Neural Networks), and deploy models. Our expert trainer community curates the curriculum to meet the standards of the latest certifications and skills employers expect from trained individuals.
Course Objectives:
In this course, you will learn to:
- Fundamentals of Deep Learning and Neural Networks.
- Understand Deep Learning with Keras.
- Overview of Keras features and its advantages.
- Keras Installation.
- Keras Models, Layers, and Modules.
- Keras's Neural Network Model Life-Cycle.
- Using Keras, you may create your own neural network.
- Creating a Multilayer Perceptron Neural Network.
- Convolutional Neural Networks (CNNs) and its Layers.
- Creating an Image Classification Model Using Keras.
Course content
Basic Overview of Keras
- Understanding the features of Keras
- Advantages of Keras
- Keras Limitations
Keras Installation and API
Installing Keras
- Installation of dependencies
- Installation of Theano
- Installation of TensorFlow
- Installation of Keras
- Testing each Installation
Configuring Keras
- Installation of Keras on Docker
- Installation of Keras on Google Cloud ML
- Installation of Keras on Amazon AWS
- Installation of Keras on Microsoft Azure
Keras API
- Basic Architecture of Keras
- Overview of predefined neural network layers
- Overview of predefined activation functions
- Understanding Losses Functions
- Understanding Metrics
- Some Useful Operations
Overview of Deep Learning with ConvNets
- Deep Convolutional Neural Network
- Understanding Deep Convolutional Neural Network (DCNN)
- Simple Example of DCNN
- Recognizing CIFAR-10 images with DL
Concept of Generative Adversarial Networks and Wavenet
- Overview of GAN
- Keras adversarial GANs for forging MNIST
- Keras adversarial GANs for forging CIFAR
- Understanding WaveNet
Word Embeddings
- Distributed Representations
- Understanding word2vec
- GloVe Exploring functionalities
- Using pre-trained embeddings
Overview of Recurrent Neural Networks RNN
- Basics of SimpleRNN cells
- Understanding RNN Topologies
- Using Gated Recurrent Unit -GRU
- Concept of Bidirectional RNNs
- Vanishing and exploding gradients
- Using Long Short Term Memory -LSTM
- Understanding Stateful RNNs
Additional Deep Learning Models
- Dealing with Keras Functional API
- Understanding Regression Networks
- Concept of Unsupervised Learning
- Keras Customization scenario
- Using Generative Models
To see the full course content Download now
Course Prerequisites
- There are no prerequisites to learning the Keras Certification
Who can attend
- Deep Learning / Machine Learning Engineers.
- Data Scientists.
- Beginners aspiring for a career in Keras.
Number of Hours: 30hrs
Certification
Key features
- One to One Training
- Online Training
- Fastrack & Normal Track
- Resume Modification
- Mock Interviews
- Video Tutorials
- Materials
- Real Time Projects
- Virtual Live Experience
- Preparing for Certification
FAQs
DASVM Technologies offers 300+ IT training courses with 10+ years of Experienced Expert level Trainers.
- One to One Training
- Online Training
- Fastrack & Normal Track
- Resume Modification
- Mock Interviews
- Video Tutorials
- Materials
- Real Time Projects
- Materials
- Preparing for Certification
Call now: +91-99003 49889 and know the exciting offers available for you!
We working and coordinating with the companies exclusively to get placed. We have a placement cell focussing on training and placements in Bangalore. Our placement cell help more than 600+ students per year.
Learn from experts active in their field, not out-of-touch trainers. Leading practitioners who bring current best practices and case studies to sessions that fit into your work schedule. We have a pool of experts and trainers are composed with highly skilled and experienced in supporting you in specific tasks and provide professional support. 24x7 Learning support from mentors and a community of like-minded peers to resolve any conceptual doubts. Our trainers has contributed in the growth of our clients as well as professionals.
All of our highly qualified trainers are industry experts with at least 10-12 years of relevant teaching experience. Each of them has gone through a rigorous selection process which includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating continue to train for us.
No worries. DASVM technologies assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.
DASVM Technologies provides many suitable modes of training to the students like:
- Classroom training
- One to One training
- Fast track training
- Live Instructor LED Online training
- Customized training
Yes, the access to the course material will be available for lifetime once you have enrolled into the course.
You will receive DASVM Technologies recognized course completion certification & we will help you to crack global certification with our training.
Yes, DASVM Technologies provides corporate trainings with Course Customization, Learning Analytics, Cloud Labs, Certifications, Real time Projects with 24x7 Support.
Yes, DASVM Technologies provides group discounts for its training programs. Depending on the group size, we offer discounts as per the terms and conditions.
We accept all major kinds of payment options. Cash, Card (Master, Visa, and Maestro, etc), Wallets, Net Banking, Cheques and etc.
DASVM Technologies has a no refund policy. Fees once paid will not be refunded. If the candidate is not able to attend a training batch, he/she is to reschedule for a future batch. Due Date for Balance should be cleared as per date given. If in case trainer got cancelled or unavailable to provide training DASVM will arrange training sessions with other backup trainer.
Your access to the Support Team is for lifetime and will be available 24/7. The team will help you in resolving queries, during and after the course.
Please Contact our course advisor +91-99003 49889. Or you can share your queries through info@dasvmtechnologies.com
