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Learners : 1080
Duration : 25 Days
One of the top providers of online IT training worldwide is VISWA Online Trainings. To assist beginners and working professionals in achieving their career objectives and taking advantage of our best services, We provide a wide range of courses and online training.
Duration : 25 Days
The Deep Learning training course equips learners with skills to design, build, and deploy neural networks and AI models. This course covers deep learning fundamentals, supervised and unsupervised learning, neural networks, CNNs, RNNs, LSTMs, autoencoders, and transfer learning. Participants gain hands-on experience using TensorFlow, Keras, and PyTorch to develop real-world applications like image recognition, NLP, chatbots, and recommendation systems. With practical labs and projects, learners build expertise in training models, tuning hyperparameters, and optimizing performance. Ideal for data scientists, AI engineers, and Mechine Learning developers, this program also prepares learners for Deep Learning certification and advanced careers in AI and data science. Enrol today to earn your certification.
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Deep Learning is a type of machine learning based on multi-layered neural networks. Unlike traditional ML, it automatically extracts features from raw data, enabling tasks like image and speech recognition.
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CNNs are specialized deep learning models designed for image recognition, object detection, and pattern recognition, using convolutional layers to extract spatial features.
Overfitting occurs when a model performs well on training data but poorly on test data. It can be reduced using techniques like dropout, regularization, and cross-validation.
Transfer learning reuses a pre-trained model (like ResNet or BERT) on a new dataset, saving time and improving accuracy in smaller data scenarios.
Popular frameworks include TensorFlow (Google), PyTorch (Meta), and Keras, which provide libraries and tools for model building, training, and deployment.
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