Deep Learning Training In Chennai

A professional exploring Deep Learning using the power of Machine Learning and Artificial Intelligence.

Deep Learning - An Overview

Deep Learning is a trending buzzword after Machine Learning and Artificial Intelligence. Considered a subset of these latest technologies, Deep Learning aims to learn from massive data volumes by using artificial neural networks and advanced algorithms similar to the human brain. In short, Deep Learning enables machines to perform repetitive tasks with incredible precision and solve complex problems despite diverse, unstructured and interconnected data.

With Deep Learning on the rise, professionals with expertise in these concepts are in high demand. Our Deep Learning Certification is exclusively designed to help you master the concepts of neural networks, ML algorithms, Deep Learning frameworks, and Artificial Intelligence. Gain profound insights and establish a successful career with Aimore’s Deep Learning courses in Chennai.

Deep Learning 50: Salient Features

Placement Guarantee

Aimore promises 100% placement in leading MNCs, ensuring a successful career trajectory for our Deep Learning 50-course candidates.

Real-World Simulations

Our training includes practical, hands-on lab sessions that replicate real-world scenarios, enabling you to put theory into practice effectively.

Expert Guidance

Learn best practices and build technical skills under the guidance of our accredited instructors. Choose from our flexible in-person or virtual course offerings.

Skill Validation

Enhance your credibility in Deep Learning with our industry-recognized credentials. Achieve your certification virtually with online proctoring or at a dedicated testing centre.

Tailored Learning

Follow a recommended learning plan tailored to a specific domain or job role. Our course structure allows for flexibility, letting you learn at your own pace.

Self-Paced Coursework

We respect your learning rhythm. All our course content is self-paced, offering a comfortable and efficient learning experience.

In-Depth Training

Our course comprises 55 hours of instructor-led training, ensuring comprehensive knowledge of Deep Learning.

Individual Assistance

We offer personalised one-on-one doubt resolution sessions to ensure thorough understanding at every learning stage.

Lifetime Attendance

Enjoy the freedom to attend our Deep Learning batches as many times as you wish, offering you lifetime learning access.

Upcoming Batches

Weekdays

Wednesday
(Monday - Friday)

Weekdays

Friday
(Monday - Friday)

Weekend

Saturday
(Saturday - Sunday)

Build Your Future With Aimore Technologies

Dive deep into the world of Deep Learning with Aimore’s Deep Learning course in Chennai. Book your seat before time runs out!

Enrol Now

A vector image of experts shaking hands illustrates a business agreement.

Eligibility Criteria for Deep Learning

Aimore’s Deep Learning training in Chennai is an excellent way to lay your foundation for a glorious career. Our program is meticulously designed to be accessible and engaging, carefully avoiding any unnecessary programming or mathematical complexities that could weigh down your learning experience.

To gain the most out of our training, it would be best if you have some familiarity with Calculus, Linear algebra, Probability, R, or Python.

Don't worry if you're a newcomer. Our training will have you applying deep learning techniques right from the outset. This means you'll have the chance to develop your knowledge and skills from scratch.

Vector image illustrating eligibility for enrolling in IT software training.

Aimore’s Deep Learning Certification Syllabus

Module - 1

Introduction to Neural Network

What is a neural network?
How do neural networks work?
Gradient descent
Stochastic Gradient descent
Perceptron
Multilayer Perceptron
BackPropagation

Module - 2

Building a Deep Learning Environment

Overview of Deep Learning
DL environment setup locally
- Installing Tensorflow
- Installing Keras
Setting up a DL environment in the cloud
- AWS
- GCP
Run the Tensorflow program on the AWS cloud platform.

Module - 3

Tensorflow Basics

Placeholders in Tensorflow
- Defining placeholders
- Feeding placeholders with data
Variables,
Constant
Computation graph
Visualise graph with Tensor Board

Module - 4

Activation Functions

What are activation functions?
Sigmoid function
Hyperbolic Tangent function
ReLu -Rectified Linear units
Softmax function

Module - 5

Training Neural Network for MNIST dataset

Exploring the MNIST dataset
Defining the hyperparameters
Model definition
Building the training loop
Overfitting and Underfitting
Building Inference

Module - 6

Word Representation Using word2vec

Learning word vectors
- Loading all dependencies
- Preparing the text corpus
- defining our word2vec model
- Training the model
- Analysing the model
Visualising the embedding space by plotting the model on tensorboard

Module - 7

Classifying Images with Convolutional Neural Networks(CNN)

Introduction to CNN
Train a simple convolutional neural net
Pooling layer in CNN
Building, training and evaluating our first CNN
Model performance optimisation

Module - 8

Popular CNN Model Architectures

Introduction to Imagenet
LeNet architecture
AlexNet architecture
VGGNet architecture
ResNet architecture

Module - 9

Introduction to Recurrent Neural Networks(RNN)

What are Recurrent Neural Networks (RNNs)?
Understanding a Recurrent Neuron in Detail
Long Short-Term Memory(LSTM)
Backpropagation Through Time(BPTT)
Implementation of RNN in Keras

Module - 10

Sequence-to-Sequence Models for Building Chatbot

Recurrent Neural Networks (RNNs) and commonly-used variants such as GRUs and LSTMs
RNNs to Character-level Language Modelling
Natural language processing and Word Embeddings
HuggingFace tokenizers and transformer models to solve different NLP tasks

Module - 11

Sequence-to-Sequence Models for Building Chatbot

Recurrent Neural Networks (RNNs) and commonly-used variants such as GRUs and LSTMs
RNNs to Character-level Language Modelling
Natural language processing and Word Embeddings
HuggingFace tokenizers and transformer models to solve different NLP tasks

Module - 12

Handwritten Digits and Letters Classification Using CNN

Code Implementation
- Importing all of the dependencies
- Defining the hyperparameters
- Building a simple deep neural network
- Convolution in Keras
- Pooling
- Dropout technique
- Data augmentation

Exclusive Benefits of

Aimore’s Deep Learning Certification

Specialist Guidance

World-class training based on real-world ideas delivered by subject matter specialists.

Skilful Mentorship

Hands-on Labs led by Certified Trainers who provide real-time guidance and help you master new skills in no time.

Innovative Workshops

Instructor-led sessions, workshops, lectures, and hands-on labs will help attendees explore ways to develop solutions with deep learning concepts.

Expert Guidance

Complete course guidance by our experienced faculty and working professionals from top-notch companies. They share their experience on how they handled specific tasks in their organisations.

Comprehensive Preparation

Comprehensive training program to prepare you to handle all the challenges in this field.

Recruitment Assistance

Interviews with the best MNCs and IT companies, regular updation of candidate profiles and profile improvements.

Algorithmic Understanding

Holistic understanding of cutting-edge algorithms and applications of Artificial Intelligence.

Learn How to Shape Your Career

Our experts can help you with a free career consultation. Call us for more information about our Deep Learning Certification.

Call Us

Vector image illustrating new ideas & development in MEAN Stack Developer Course.

Deeper Insights Into Deep Learning

What is TensorFlow?

It is an open-sourced library created by Google to build Deep Learning models and numerical computation.

How will Aimore’s Deep Learning training in Chennai benefit me?

Traditional Machine Learning requires a domain expert to identify applied features and reduce data complexity. Deep Learning, however, is more beneficial because the algorithm learns high-level features incrementally and simplifies the process. Deep Learning is also popular because its technical superiority can handle large and complex size data. Aimore’s Deep Learning course in Chennai has many advantages because this technology is the base for many current innovations.

Is your Deep Learning Certification suitable for college freshers?

Of course, our certification course is apt for freshers since it helps you:

Master all Deep Learning concepts and models utilising Tensorflow and Keras
Familiarise yourself with basic and language neural network concepts.
Understand PyTorch, autoencoders and implement Deep Learning algorithms.
Lay a foundation for a bright career in Deep Learning engineering.

How beneficial is it to choose a career in AI and Deep Learning?

AI and Deep Learning are a potent career combo because:

The adoption and rise of AI is consistently gaining traction.
There is a high demand for trained professionals in this field.

Hence, if you are an AI enthusiast, it is best to make the most of the opportunities that come your way.

What kind of training can I expect from Aimore for Deep Learning?

Aimore’s Deep Learning certification is designed in such a way that you receive adequate practical training along with theoretical knowledge. Our courses have modules that teach the basics and combine intense practical sessions aligning with the current industry challenges.

Deep Learning Training in Chennai