Deep learning is one of the most used models in the industry. Deep learning’s human-like neural network structure makes it capable of learning from large amounts of data. This makes it very popular. So, start learning in our Deep Learning Training Institute in Chennai, which will lead on the path to a great career. Our Deep Learning Course in Chennai will also train students both theoretically and practically. So, join our Deep Learning Training with certification & placements to learn the best, from the best.
Deep Learning Training in Chennai
4.70
(11120)
Download Deep Learning Course Syllabus PDF
DURATION
1.5 Months
Mode
Live Online / Offline
EMI
0% Interest
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What this Course Includes?
- Technology Training
- Aptitude Training
- Learn to Code (Codeathon)
- Real Time Projects
- Learn to Crack Interviews
- Panel Mock Interview
- Unlimited Interviews
- Life Long Placement Support
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Course Schedules
Course Syllabus
Course Fees
or any other questions...
Breakdown of Deep Learning Course Fee and Batches
Hands On Training
3-5 Real Time Projects
60-100 Practical Assignments
3+ Assessments / Mock Interviews
September 2024
Week days
(Mon-Fri)
Online/Offline
2 Hours Real Time Interactive Technical Training
1 Hour Aptitude
1 Hour Communication & Soft Skills
(Suitable for Fresh Jobseekers / Non IT to IT transition)
Course Fee
September 2024
Week ends
(Sat-Sun)
Online/Offline
4 Hours Real Time Interactive Technical Training
(Suitable for working IT Professionals)
Course Fee
Save up to 20% in your Course Fee on our Job Seeker Course Series
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Syllabus for The Deep Learning Course
Download Syllabus
Introduction to Neural Network
1
- what is neural network..?
- How neural networks works?
- Gradient descent
- Stochastic Gradient descent
- Perceptron
- Multilayer Perceptron
- BackPropagation
Building Deep learning Environment
2
- Overview of deep learning
- DL environment setup locally
- Installing Tensorflow
- Installing Keras
- Setting up a DL environment in the cloud
- AWS
- GCP
- Run Tensorflow program on AWS cloud plateform
Tenserfow Basics
3
- Placeholders in Tensorflow
- Defining placeholders
- Feeding placeholders with data
- Variables,
- Constant
- Computation graph
- Visualize graph with Tensor Board
Activation Functions
4
- What are activation functions?
- Sigmoid function
- Hyperbolic Tangent function
- ReLu -Rectified Linear units
- Softmax function
Training Neural Network for MNIST dataset
5
- Exploring the MNIST dataset
- Defining the hyperparameters
- Model definition
- Building the training loop
- Overfitting and Underfitting
- Building Inference
Word Representation Using word2vec
6
- Learning word vectors
- Loading all dependencies
- Preparing the text corpus
- defining our word2vec model
- Training the model
- Analyzing the model
- Visualizing the embedding space by plotting the model on tensorboard
Clasifying Images with Convolutional Neural Networks(CNN)
7
- Introduction to CNN
- Train a simple convolutional neural net
- Pooling layer in CNN
- Building ,training and evaluating our first CNN
- Model performance optimization
Popular CNN Model Architectures
8
- Introduction to Imagenet
- LeNet architecture
- AlexNet architecture
- VGGNet architecture
- ResNet architecture
Introduction to Recurrent Neural Networks(RNN)
9
- What are Recurrent Neural Networks (RNNs)?
- Understanding a Recurrent Neuron in Detail
- Long Short-Term Memory(LSTM)
- Back propagation Through Time(BPTT)
- Implementation of RNN in Keras
HandWritten Digits and letters Classification Using CNN
10
- Code Implementation
- Importing all of the dependencies
- Defining the hyperparameters
- Building a simple deep neural network
- Convolution in keras
- Pooling
- Dropout technique
- Data augmentation
Objectives of Learning Deep Learning Course
Download Syllabus
- Understanding the basics of neural networks and how to construct a deep learning environment.
- Learning the TensorFlow basics required for implementing neural networks effectively.
- Exploring various activation functions commonly used in neural networks for different applications.
- Gaining practical experience in training neural networks using the MNIST dataset, a popular benchmark for image classification tasks.
- Understanding word representation techniques, particularly focusing on word2vec for natural language processing tasks.
- Learning about Convolutional Neural Networks (CNN) and their application in image classification tasks for tasks like handwritten digit recognition and letter classification.
Reason to choose SLA for Deep Learning training
- SLA stands out as the Exclusive Authorized Training and Testing partner in Tamil Nadu for leading tech giants including IBM, Microsoft, Cisco, Adobe, Autodesk, Meta, Apple, Tally, PMI, Unity, Intuit, IC3, ITS, ESB, and CSB ensuring globally recognized certification.
- Learn directly from a diverse team of 100+ real-time developers as trainers providing practical, hands-on experience.
- Instructor led Online and Offline Training. No recorded sessions.
- Gain practical Technology Training through Real-Time Projects.
- Best state of the art Infrastructure.
- Develop essential Aptitude, Communication skills, Soft skills, and Interview techniques alongside Technical Training.
- In addition to Monday to Friday Technical Training, Saturday sessions are arranged for Interview based assessments and exclusive doubt clarification.
- Engage in Codeathon events for live project experiences, gaining exposure to real-world IT environments.
- Placement Training on Resume building, LinkedIn profile creation and creating GitHub project Portfolios to become Job ready.
- Attend insightful Guest Lectures by IT industry experts, enriching your understanding of the field.
- Panel Mock Interviews
- Enjoy genuine placement support at no cost. No backdoor jobs at SLA.
- Unlimited Interview opportunities until you get placed.
- 1000+ hiring partners.
- Enjoy Lifelong placement support at no cost.
- SLA is the only training company having distinguished placement reviews on Google ensuring credibility and reliability.
- Enjoy affordable fees with 0% EMI options making quality training affordable to all.
Want to Speak to a Trainer about Deep Learning?Request a Free Callback
Highlights of The Deep Learning Course
What is Deep Learning?
1.
Deep Learning, an advanced AI technique, enables computers to process data akin to the human brain. These models excel at recognizing intricate patterns in images, text, sounds, and various data types, leading to accurate insights and predictions. By leveraging deep learning, tasks demanding human-like intelligence, such as image description and sound-to-text transcription, can be automated effectively.
What are the reasons for learning Deep Learning?
2.
Learning Deep Learning presents compelling reasons for individuals to explore this transformative field. Some of these reasons include:
- Transformational Technology: Deep Learning is revolutionizing industries with advanced AI applications.
- Career Opportunities: Deep Learning expertise opens diverse and lucrative AI-related jobs.
- Complex Pattern Recognition: Accurate predictions through intricate pattern recognition.
- Task Automation: Automating tasks requiring human intelligence.
- Data-Driven Decisions: Informed decisions through data analysis.
- Real-World Applications: Widely used in healthcare, finance, autonomous vehicles, etc.
What are the prerequisites for learning Deep Learning?
3.
The prerequisites for learning Deep Learning include proficiency in Python and Machine Learning. Enrolling in our Deep Learning Training in Chennai equips you with essential knowledge to excel in this field. Our comprehensive package of courses covers these foundational topics, ensuring you have the necessary foundation to thrive in Deep Learning.
Our Deep Learning Course is suitable for:
- Students
- Professionals seeking a career change
- IT professionals aiming to enhance their skills
- Enthusiastic programmers
- Job Seekers
What are the course fees and duration?
4.
The fees for our Deep Learning Course in Chennai depend on the program level (basic, intermediate, or advanced) and the course format (online or in-person). On average, the Deep Learning Course Fees in Chennai comes around 25,000 INR for a duration of 1.5 Months, inclusive of international certification. For precise and up-to-date details on fees, duration, and certification, kindly contact our Deep Learning Training Institute in Chennai directly.
What are some job roles related to Deep Learning?
5.
Various industries offer a wide array of job roles related to Deep Learning. Some key positions include:
- Deep Learning Engineer
- Natural Language Processing (NLP) Engineer
- Autonomous Vehicle Engineer
- Healthcare AI Specialist
- Robotics Engineer
- Machine Learning Engineer
List a few Deep Learning real-time applications.
6.
- Image Recognition: Identifying objects and scenes in photos and videos.
- Natural Language Processing (NLP): Powering language analysis and translation.
- Virtual Reality (VR): Enhancing real-time user experiences in virtual environments using Deep Learning.
- Medical Diagnostics: Assisting doctors in real-time diagnosis of medical conditions using Deep Learning models.
- Autonomous Drones: Enabling drones to make real-time decisions for navigation and data collection.
What is the salary range for Deep Learning Developers?
7.
According to Ambition Box, Deep Learning Engineers at different experience levels earn the following average salaries in India: ₹9.1 Lakhs per year for entry-level engineers with less than three years of experience, ₹14.7 Lakhs per year for mid-career engineers with 4-9 years of experience, and ₹22.1 Lakhs per year for experienced engineers with 10-20 years of experience.
Who are our Trainers for The Deep Learning Course?
Our Mentors are from Top Companies like:
- Experienced Deep Learning Trainer with 6+ years of industrial expertise in deep learning.
- They are skilled in teaching principles of artificial intelligence through comprehensive lectures, workshops, and hands-on exercises.
- They are familiar with popular deep learning frameworks such as PyTorch, TensorFlow, and Keras and are well-versed in big data technologies, such as Apache Spark, Cassandra, and Kafka.
- They are capable of creating customized training modules to meet the individual needs of learners. They hold outstanding interpersonal and communication skills, with a knack for distilling complex information into simpler terms.
- They are passionate about disseminating knowledge of artificial intelligence & deep learning and its various applications.
- They are proficient in script writing and animation of Deep Learning training materials for Deep Learning course in Chennai.
- They are deeply committed to guiding the learners to acquire in-depth knowledge of artificial intelligence, Machine Learning, and Deep Learning
- Our trainers are highly competent in helping students build their customized resumes to meet industrial requirements.
- They are motivated towards making the students get placed by helping them with interview preparation with their expert guidance.
Want to Speak to a Trainer about Deep Learning?Request a Free Callback
What Modes of Training are available for Deep Learning?
Offline / Classroom Training
A Personalized Learning Experience with Direct Trainer Engagement!
- Direct Interaction with the Trainer
- Clarify doubts then and there
- Airconditioned Premium Classrooms and Lab with all amenities
- Codeathon Practices
- Direct Aptitude Training
- Live Interview Skills Training
- Direct Panel Mock Interviews
- Campus Drives
- 100% Placement Support
Online Training
Instructor Led Live Training! Learn at the comfort of your home
- No Recorded Sessions
- Live Virtual Interaction with the Trainer
- Clarify doubts then and there virtually
- Live Virtual Interview Skills Training
- Live Virtual Aptitude Training
- Online Panel Mock Interviews
- 100% Placement Support
Corporate Training
Blended Delivery model (both Online and Offline as per Clients’ requirement)
- Industry endorsed Skilled Faculties
- Flexible Pricing Options
- Customized Syllabus
- 12X6 Assistance and Support
Want to Master your Skills in Deep Learning?GET Free Consultation
Certifications
Take your career to new heights with Softlogic's software training certifications.
Improve your abilities to get access to rewarding possibilities
Improve your abilities to get access to rewarding possibilities
Earn Your Certificate of Completion
Validate your achievements with Softlogic's Certificate of Completion, verifying successful fulfillment of all essential components.
Take Your Career to the Next Level with an IBM Certification
Get an IBM certification through our training programs to gain a competitive edge in the industry.
Stand Out from the Crowd with Codethon Certificate
Verify the authenticity of your real-time projects with Softlogic's Codethon certificate.
Project Practices for The Deep Learning Course
Document Summarization
Develop a deep learning model to create concise summaries of large documents or articles.
Anomaly Detection
Develop a deep learning model to identify outliers or anomalies, detecting fraud and unusual behavior.
GAN Image Generation
Develop a GAN model for creating realistic images, including faces, art, and deep fake videos.
Video Action Recognition
Develop a model to classify actions or activities in videos, including sports and gestures.
Video Object Segmentation
Develop a model to separate objects in videos for video editing and augmented reality applications.
Speech Emotion Recognition
Create a model to classify emotions in spoken language for call centers and mood tracking.
Image Captioning
Create a model that generates descriptive captions for images, aiding in image indexing and assistive technologies.
Image Style Transfer
Build a model to transfer the style of one image onto another, enabling artistic transformations and filters.
Autonomous Driving
Build a deep learning model for vehicles to perceive, detect objects, and make driving decisions.
Learn Deep Learning with Real-time ProjectsRequest a Free Callback
The SLA way to Become
a Deep Learning Expert
Enrollment
Technology Training
Coding Practices
Realtime Projects
Realtime Projects
Placement Training
Aptitude Training
Interview Skills
Interview Skills
Panel Mock
Interview
Unlimited
Interviews
Interview
Feedback
100%
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See More ReviewsPlacement Support for a Deep Learning Job
Genuine Placements. No Backdoor Jobs at Softlogic Systems.
Free 100% Placement Support
Aptitude Training
from Day 1
Interview Skills
from Day 1
Softskills Training
from Day 1
Build Your Resume
Build your LinkedIn Profile
Build your GitHub
digital portfolio
Panel Mock Interview
Unlimited Interviews until you get placed
Life Long Placement Support at no cost
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FAQs for
The Deep Learning Course
What are the basic components of a deep learning system?
1.
Deep learning systems typically include layers of algorithms including an input layer, hidden layers, output layer, weights and biases, activation functions, and cost function.
What are the most popular deep learning models?
2.
The most popular deep learning models include convolutional neural networks, recurrent neural networks, deep belief networks, restricted Boltzmann machines, and autoencoders.
How does deep learning enable image understanding?
3.
Deep learning enables image understanding by recognizing patterns in the images and understanding how they are related.
What are the benefits of using deep learning for natural language processing?
4.
Deep learning for natural language processing is beneficial as it can uncover patterns such as sentiment Analysis, language inference, word embeddings, etc.
What is the difference between deep learning and machine learning?
5.
Deep learning is a type of machine learning that uses networks of layers of algorithms to process and generate data, while machine learning algorithms are less complex and appropriate for simpler tasks.
What is Softlogic Systems’ approach to deep learning training?
6.
Softlogic Systems offers courses in Deep Learning that include interactive sessions, hands-on projects, and exercises, along with opportunities to discuss and practice the concepts learned through readings, assignments, and tests.
What makes Softlogic Systems the best choice for deep learning training in Chennai?
7.
With experienced instructors, comprehensive courses, and excellent support offered through the company’s training center in Chennai, Softlogic Systems offers the best deep learning training in Chennai.
What types of students are best suited for deep learning training?
8.
Students who have a good grasp of computer science and fundamentals of mathematical concepts, understand the basics of machine learning, and are eager to learn and innovate are best suited for deep learning training.
What type of jobs can graduates of deep learning training have?
9.
Graduates of deep learning training can have roles such as data analyst, machine learning engineer, research scientist, deep learning engineer, data scientist, and AI/ML engineer.
What technologies does Softlogic Systems support in its deep learning course in Chennai?
10.
Softlogic Systems provides deep learning courses that support technologies such as TensorFlow, Keras, Scikit-learn, PyTorch, and Spark.
Additional Information for
The Deep Learning Course
Our Deep Learning Training in Chennai has the best curriculum among other IT institutes ever. Our institute is located in the hub of IT companies, which creates abundance of opportunities for candidates. Our Deep Learning course syllabus will teach you topics that no other institute will teach. Enroll in our Deep Learning training to explore some innovative Top project ideas for the Deep Learning.
1.
Career Scope in Deep Learning
Deep learning is distinguished amongst the most popular neural network dialects applied nowadays. This is due to its straightforward image structure and universally useful neural programming dialect.
Novice deep learning engineers have several options as far as neural programming is concerned. A career in deep learning also requires skills like linear regression, softmax, RELU, Tensorflow etc,
If you are just beginning to learn deep learning then you will find Deep Learning Training in Chennai from Sofllogic very useful. Our deep learning program is farmed in such a way that you won’t be bored down by unnecessary programming or mathematical complexities. You will be using deep learning techniques from very start of this training You will develop your knowledge from the scratch.
If you already possess experience with deep learning, you will see that this course is refreshing and practical, You will be proficient in some of the most advanced deep learning algorithms and techniques and you will gain hands-on experience with real-world business challenges.
Our course is tailor-made according to your level of expertise. You can contact our educational counselors to know whether deep learning is suitable to you and how it can can take your career to the next level .
2.
Job Positions for Deep Learning Profiles
- Software Engineer
- Neuroinformatician
- Data Scientist
- Bioinformatician
- Research Analyst
- Data Engineer
- Data Analyst
- Full Stack Web Developer for Deep Learning
- Image Recognition
- Software Developer
- Research Scientist
- Research Fellow
- Instructor for Deep Learning
- Applied Scientist
- Lead Manager – Deep Learning
- Natural Language Process Engineer
3.
What is the AI market trend in Chennai?
There is always the need for proficient candidates and graduates. Jobs in Artificial Intelligence will quickly increase in the future. Soon there will be lot of companies in Chennai who will offer relevant Artificial Intelligence solutions including Deep Learning. If you opt for Artificial Intelligence as a career option and Sofltogic as your training institute then your future would be very bright.
4.
Deep Learning with Tensor flow
TensorFlow is creating ripples in the world of deep learning. It has become the actual platform for big numeric computations. It is primarily applied to form some simple machine learning models through Python interface. Tensorflow is used for numerical computation for mathematical expressions with the help of data flow graphs. It is formed by Google and is customized for machine learning to form most feasible solutions.