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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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At present Deep Learning and Artificial Intelligence is the most sought-after engine of advancement.
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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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You should be well-versed in effective machine learning skills to design powerful Deep Learning systems. Design your Deep Learning system, intelligent agents, neural networks, machine learning models, logistic models, knowledge base systems, decision-making functions.
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- Once you successfully complete the project work and scored well on quizzes, you will be provided a course completion certificate and further you will be eligible to apply for multiple posts in MNCs in India and across the globe.
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Plenary for Deep Learning Certification Training
Track | Week Days | Weekends | Fast Track |
---|---|---|---|
Course Duration | 40-45 Days | 7 Weekends | 8 Days |
Hours | 1 Hrs. Per Day | 2 Hrs. Per Day | 6+ Hrs. Per Day |
Training Mode | Classroom/Online | Classroom/Online | Classroom/Online |
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Deep Learning Certification Training
- The Deep learning training program is diligently designed in tandem with industrial needs that helps you master Deep learning fundamentals, machine learning concepts, python programming, and a lot more. The course helps the students to learn about neural networks, logistic regression, TensorFlow concepts, Python libraries, binary classification
- In this program you will learn:
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
- Introduction to Deep Learning
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
- Deep Learning Networks
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)
- Deep Learning with Keras
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
- Convolutional Neural Networks (CNN)
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
- Recurrent Neural Network (RNN)
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
- Natural Language Processing
NLP with python
Bags of words
Stemming
Tokenization
Lemmatization
TF-IDF
Sentiment Analysis
- Overview of Tensor Flow
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
- Neural Networks Using 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
+ More Lessons
Mock Interviews
Projects
Phone (For Voice Call):
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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
Address: – G-21, Sector-03, Noida (201301)
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Real-life Case Studies
Case studies based on top industry frameworks help you to relate your learning with real-time based industry solutions.
Assignment
Adding the scope of improvement and fostering the analytical abilities and skills through the perfect piece of academic work.
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24 x 7 Expert Support
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Certification
Each certification associated with the program is affiliated with the top universities providing edge to gain epitome in the course.
Training Certification
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