Deep Learning Online training course with TensorFlow provided by Stormsofts Technologies will enclose the concepts of Artificial Intelligence, Deep learning frameworks, exploring neural networks, and implementation of machine learning algorithms with Deep networks. This real-time training will also examine you to learn different layers in neural networks and data abstraction features in Deep learning. Our hands-on Deep learning online training course is a stepping stone in your journey towards Data Science.
This placement oriented training ensures you to get good knowledge with real-time project support. We have the best trainers who are certified in Deep learning. Our trainers give you the best online training along with the lab practices in all trending Deep learning tools. Deep Learning advancements can be seen in creating power grid efficiency, smartphone applications, improving agricultural yields, advancements in healthcare, and finding climate change. With the help of this Deep Learning online course, one can know how to manage neural networks and interpret the results. The average salary for engineers with Deep learning skills is about $120,000 per annum.
Syllabus of Deep Learning Course
Introduction
Objective:
In this module, you will get a basic understanding of deep learning and what kind of problems deep learning will address. Also, get clarity about the difference between Machine learning and Deep learning.
- Origin of Deep Learning
- Machine Learning limitations
- Introduction about Deep Learning
- Deep Learning advantages and Machine Learning limitations
- Real-life use cases
- Brush up Machine Learning concepts
Introduction to Python
Hands-on:
How to implement linear regression and logistic regression using Deep learning
Understanding the Neural network with TensorFlow:
Objective:
In this module, you will get an idea about the deep learning structure and how we can build it using Neurons (Perceptron). You will familiarize yourself with different activation functions and have a brief introduction to the TensorFlow framework.
- Structure and working of Deep Learning
- Detailed explanation about Perceptron
- Different Activation functions
- Introduction to TensorFlow
- What is the computational graph?
- Basic TensorFlow coding and graph visualization
- Brief introduction about Variables, Constants and Place Holders
- Creating a simple TensorFlow model
Hands-on:
Build a classification model using TensorFlow
Deep dive into Neural Network with TensorFlow:
Objective:
In this module, you will be learning about Deep Neural Networks and how does it work. Also, you will get more understanding of forwarding and backward propagation.
- Different layers in the Neural network
- Understanding Neural Network in detail
- Introduction to Multi-layer Perceptron
- What is Forward propagation and Backpropagation?
- Build a Multi-layer perceptron model using TensorFlow
- Familiarise in using Tensor Board
Hands-on:
Build a deep neural network to classify digits in MNIST dataset
Master Deep Networks:
Objective:
In this module, you will get more hands-on for the TensorFlow framework. You will get to know more details about the data flow in TensorFlow.
- What is a Deep Neural Network?
- How Deep Neural Network helps to increase accuracy?
- Understanding the working of Deep Neural Network
- What is Weight and Bias, how it is getting updated?
- How gradient descent is useful to update parameters?
- Types of Deep Networks
Hands-on:
Building a classification model using a Multi-layered perceptron.
Convolutional Neural Network(CNN):
Objective:
In this module, you will be learning what convolutional neural network is and how it is different from Feedforward neural network. Also, you will get an understanding of various layers in the Convolutional Neural Network and what are the real-time applications of CNN.
- Introduction to CNN
- Advantage of CNN over other Neural Networks
- Applications of CNN
- Architecture of CNN
- Different layers and its use to build a CNN model
- Real-time use cases of CNN
Recurrent Neural Network (RNN):
Objective:
In this module, you will get an understanding of what is RNN and it’s working. Also, get to know the advantage of RNN over other Neural Network models and you will be familiarised with LSTM, why we need to use LSTM and the real-time application of LSTM.
- Introduction to RNN
- How RNN is different from other Neural Network models
- Structure and working of RNN
- Exploding and Vanishing Gradient descend problem
- Long Short-Term Memory (LSTM)
- How LSTM overcome the problem of Vanishing Gradient descent?
- Real-time use-cases of LSTM
Hands-on:
Building an RNN model to predict the next word in the sentence.
Upcoming Batch Schedule for Deep Learning Course
| Date | Dayz | Time |
|---|---|---|
|
25-02-2023 |
Mon - Sat
|
07:00 AM
(Class 1Hr - 1:30Hrs) / Per Session |
|
01-03-2023 |
Mon - Sat
|
07:00 AM
(Class 1Hr - 1:30Hrs) / Per Session |
|
07-03-2023 |
Mon - Sat
|
07:00 AM
(Class 1Hr - 1:30Hrs) / Per Session |
Trainer Profile of Deep Learning Course
Our Trainers provide complete freedom to the students, to explore the subject and learn based on real-time examples. Our trainers help the candidates in completing their projects and even prepare them for interview questions and answers. Candidates are free to ask any questions at any time.
- More than 7+ Years of Experience.
- Trained more than 2000+ students in a year.
- Strong Theoretical & Practical Knowledge.
- Certified Professionals with High Grade.
- Well connected with Hiring HRs in multinational companies.
- Expert level Subject Knowledge and fully up-to-date on real-world industry applications.
- Trainers have Experienced on multiple real-time projects in their Industries.
Deep Learning Course Exams & Certification
We provide after completion of the theoretical and practical sessions to students. Our certification at Stormsofts Technology is accredited by many companies. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s . The certification is only provided after the successful completion of our training and practical-based projects.
College Training
If you want to give the Trending technology experience to your students, we are here to help you!
Key Features of Deep Learning Course
Frequently Asked Questions
Call now: 8551991006 and know the exciting offers available for you!
Stormsofts Technology offers IT training courses branches all over India with 10+ years of Experienced Expert level Trainers.
- Fully hands-on training
- 60+ hours course duration
- Industry expert faculties
- Completed 1500+ batches
- 100% job oriented training
- Certification guidance
- Own course materials
- Resume editing
- Interview preparation
- Affordable fees structure
No worries. Stormsofts technology assure that no one misses single lecture topic. 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.
both option (online & offline ) for course available
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Please Contact our course advisor +91-8551991006. Or you can share your queries through support@stormsofts.com / stormsofts@gmail.com
Training Course Reviews
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I would like to highlight a few points about my association with Stormsofts Technology. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it.
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I would like to highlight a few points about my association with Stormsofts Technology. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it.
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Student
I would like to highlight a few points about my association with Stormsofts Technology. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it.
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Student
I would like to highlight a few points about my association with Stormsofts Technology. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it.
Vishal Mishra
Student
I would like to highlight a few points about my association with Stormsofts Technology. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it.
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Student