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The Best Deep Learning Course Online in India provides you with both theoretical and practical concepts to ensure you get concise knowledge of Deep Learning to become more appealing to the industry
As per your convenience and requirements, you can get your learning course tailored.
Also, get interactive learning content prepared as per the latest market trends along with high-quality videos and audios.
At the Croma Campus, get to learn from accredited industry experts and practitioners.
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You must be aware of various Deep Learning concepts, machine learning tools, logistic regression, neural networks, vectorization, binary classifications, python, and a lot more.
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Course Duration
35 Hrs.Flexible Batches For You
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01-Feb-2025*
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27-Jan-2025*
- Weekday
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29-Jan-2025*
- Weekday
- MON - FRI
- Mor | Aft | Eve - Slot
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CURRICULUM & PROJECTS
Deep Learning Certification Training
- Introduction to Deep Learning
- Deep Learning Networks
- Deep Learning with Keras
- Convolutional Neural Networks (CNN)
- Recurrent Neural Network (RNN)
- Natural Language Processing
- Overview of Tensor Flow
- Neural Networks Using Tensor Flow
- What are the Limitations of Machine Learning
- What is Deep Learning
- Advantage of Deep Learning over Machine learning
- Reasons to go for Deep Learning
- Real-Life use cases of Deep Learning
- What is Deep Learning Networks
- Why Deep Learning Networks
- How Deep Learning Works
- Feature Extraction
- Working of Deep Network
- Training using Backpropagation
- Variants of Gradient Descent
- Types of Deep Networks
- Feed forward neural networks (FNN)
- Convolutional neural networks (CNN)
- Recurrent Neural networks (RNN)
- Restrict Boltzman Machine (RBM)
- Dene Keras
- How to compose Models in Keras
- Sequential Composition
- Functional Composition
- Predened Neural Network Layers
- What is Batch Normalization
- Saving and Loading a model with Keras
- Customizing the Training Process
- Intuitively building networks with Keras
- Introduction to Convolutional Neural Networks
- CNN Applications
- Architecture of a Convolutional Neural Network
- Convolution and Pooling layers in a CNN
- Understanding and Visualizing CNN
- Transfer Learning and Fine-tuning Convolutional Neural Networks
- Intro to RNN Model
- Application use cases of RNN
- Modelling sequences
- Training RNNs with Backpropagation
- Long Short-Term Memory (LSTM)
- Recursive Neural Tensor Network Theory
- Recurrent Neural Network Model
- Time Series Forecasting
- NLP with python
- Bags of words
- Stemming
- Tokenization
- Lemmatization
- TF-IDF
- Sentiment Analysis
- What is Tensor Flow
- Tensor Flow code-basics
- Graph Visualization
- Constants, Placeholders, Variables
- Tensor ow Basic Operations
- Linear Regression with Tensor Flow
- Logistic Regression with Tensor Flow
- K Nearest Neighbor algorithm with Tensor Flow
- K-Means classier with Tensor Flow
- Random Forest classier with Tensor Flow
- Quick recap of Neural Networks
- Activation Functions, hidden layers, hidden units
- Illustrate & Training a Perceptron
- Important Parameters of Perceptron
- Understand limitations of A Single Layer Perceptron
- Illustrate Multi-Layer Perceptron
- Back-propagation – Learning Algorithm
- Understand Back-propagation – Using Neural Network Example
- TensorBoard
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FAQ's
Croma Campus is one of the excellent Deep Learning Online Course Institute in India that offers hands-on practical knowledge, practical implementation on live projects and will ensure the job with the help of Deep Learning Online course, Croma Campus provides Deep Learning Online Training by industrial experts, they have 8+ years working experience in top organization.
Croma Campus associated with top organizations like HCL, Wipro, Dell, BirlaSoft, Tech Mahindra, TCS, IBM, etc. make us capable to place our students in top MNCs across the globe. Our training curriculum is approved by our placement partners.
Croma Campus in India mentored more than 3000+ candidates with Deep Learning Online Certification Training in India at a very reasonable fee. The course curriculum is customized as per the requirement of candidates/corporates. You will get study material in the form of E-Books, Online Videos, Certification Handbooks, Certification and 500 Interview Questions along with Project Source material.
For details information & FREE demo class, call us at 120-4155255, +91-9711526942 or write to us info@cromacampus.com
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