ABOUT DEEP LEARNING TRAINING
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Deep Learning was developed through the collaboration of AI researchers, driven by organizations like Google and supported by various institutions. This instructional tutorial will introduce you to the fundamentals of Deep Learning and will also take you through some advanced concepts related to building and training neural network-based models.
- Real Time Experts as Trainers
- Certification
- Flexibility
- LIVE Project
- Affordable Fees
- Placement Support
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About Deep Learning Training
Deep Learning training in Chennai is designed for individuals aiming to master advanced machine learning techniques used in artificial intelligence, computer vision, natural language processing, and neural networks. This course is ideal for data science students, AI enthusiasts, researchers, and professionals seeking to build intelligent systems powered by deep neural networks. The program begins with a strong foundation in neural network theory, followed by hands-on training in deep learning frameworks like TensorFlow, Keras, and PyTorch. Learners build and train various types of neural networks including CNNs, RNNs, LSTMs, and GANs for real-time use cases in vision, text, and audio processing. Participants in Deep Learning training in Chennai gain practical exposure through real-world projects, from image recognition to sentiment analysis, enabling them to develop deployable AI solutions for various industries.
Deep Learning Courses at DLK
Deep Learning training in Chennai is available at multiple levels, catering to both beginners and advanced learners. Starters can enroll in Introduction to Deep Learning with Python, while more advanced learners can choose specialized modules like Computer Vision with CNNs, Time-Series Forecasting with RNNs, and Generative AI with GANs and Autoencoders. The curriculum covers essential topics such as perceptrons, activation functions, forward and backpropagation, loss functions, optimization algorithms, and model evaluation. Students also work with datasets from domains like finance, healthcare, e-commerce, and autonomous systems. Real-world projects include image classification, object detection, speech recognition, recommendation systems, and real-time face mask detection using convolutional networks. These help learners build job-ready portfolios.
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Online Training
Instructor
LED Live
Online Training
Classroom Training
Instructor
LED Classroom
Training
One to One Training
Customized and Exclusive Training
Team/Corporate Training
Customized Corporate Training
Course Highlights and Why Deep Learning in Chennai at DLK?
- Course Timing- All days Monday to Saturday from 10 am to 7 pm.
- Training hours – 48 to 60 hours
- 100% hands-on implementation with real-time neural network models
- Projects and mini capstones using TensorFlow, Keras, and PyTorch
- Internship support and certification for academic and career growth
- Guidance for job interviews, resume building, and model deployment
- Certificate – After Successful completion of the training, certification will be done by us.
Syllabus
- What is deep learning and how it differs from traditional ML
- Neural network structure and learning processes
- Applications in real-world domains (vision, NLP, automation)
- NumPy, Pandas, and Matplotlib basics
- Introduction to TensorFlow and Keras
- Working with arrays, tensors, and data generators
- Activation functions (ReLU, Sigmoid, Softmax)
- Loss functions and optimizers (SGD, Adam)
- Training, validation, and testing strategies
Convolutional Neural Networks (CNNs)
- Image classification and object detection
- CNN architecture: filters, pooling, and padding
- Applications in medical imaging, security, and surveillance
Recurrent Neural Networks (RNNs) and LSTMs
- Working with sequential data
- Text generation and speech recognition
- Use cases in finance, stock prediction, and language modeling
Generative Adversarial Networks (GANs)
- Generator vs discriminator concepts
- Image generation and style transfer
- Advanced deep generative models
- Overfitting and underfitting prevention
- Dropout, early stopping, batch normalization
- Hyperparameter tuning and grid search
Model Deployment and Integration
- Exporting models for web or mobile use
- Deploying on cloud platforms or Docker containers
- REST API integration using Flask or FastAPI
Deep Learning Certification Training in Chennai
Trainer Profile
- Our trainers are well versed in technical wise and they are knowledgeable in their professions
- Our trainers will explain the students in a very easy method, such a way the students will understand easily.
- Our trainers will put their maximum effort in explaining the students
- Our trainers have well experienced and put their full effort in explaining during the discussion with the students
- Our trainers will give attention individually to all the student by one on one, until the student get well versed in it.r trainers have well experienced and put their full effort in explaining during the discussion with the students
Course Training Meterial
- We take one to one responsibility to every student
- Study Materials will be given
- Programming code – issued
- Hardware – We Guidelines in Technology – will be explained well.make hardware, and show how is it working.
Course Certificate
- After completion of the training, successfully, the student will be issued a course completion certificate.
Who Can Attend this Programme?
- College students from 1st year to 4th year
- Fresh pass-out students
- Peoples who are searching good jobs
Outcome Of This Training Programme?
- Will be a well-trained Programmer before graduation
- Will be a well-trained Programmer before graduation
- Acceptance of work in all their fields
- To develop good attitude, speedy in their work
- Will get good placements in MNC’s