Deep Learning Course with Hands-on Training
- Develop ability to independently solve business problems using deep learning techniques.
- done
- Develop a verified portfolio with hands on deep learning projects that will showcase the new skills acquired to employers.
- Become proficient with AWS for Deep Learning.
- Ability to build, train, and deploy Deep Learning models in Cloud using AWS.
Overview
Deep Learning Certification Training is curated by industry professionals as per the industry requirements & demands. It is one of the most highly sought after skills in tech. We will help you become good at Deep Learning, You will master the concepts such as SoftMax function, Autoencoder Neural Networks, Restricted Boltzmann Machine (RBM) and work with libraries like Keras & TFLearn. The course has been specially curated by industry experts with real-time case studies. You will also learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects.
You will learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and more. You will work on case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing. You will master not only the theory, but also see how it is applied in industry. You will practice all these ideas in Python and in TensorFlow
Course Objectives
- Learn to use Python, Tensorflow and Keras to develop deep learning applications.
- done
- Learn deep learning methodologies to process not only image based datasets but also raw text, numbers etc.
- done
- Develop ability to independently solve business problems using deep learning techniques.
- done
- Develop a verified portfolio with hands on deep learning projects that will showcase the new skills acquired to employers.
- Become proficient with AWS for Deep Learning.
- Ability to build, train, and deploy Deep Learning models in Cloud using AWS.
Course Outline
- Deep Learning with Tensor Flow
- Deep Learning with Keras and Tensor Flow
- Deep Learning: A revolution in Artificial Intelligence
- Limitations of Machine Learning
- What is Deep Learning?
- Advantage of Deep Learning over Machine learning
- 3 Reasons to go for Deep Learning
- Real-Life use cases of Deep Learning
- Review of Machine Learning: Regression, Classification, Clustering, Reinforcement Learning, Underfitting and Overfitting, Optimization
- Understanding Neural Networks with TensorFlow
- Master Deep Networks
- Convolutional Neural Networks (CNN)
- Recurrent Neural Networks (RNN)
- Restricted Boltzmann Machine (RBM) and Autoencoders
- Practice Projects
Key Features
- 24 hours of instructor-led training
- Course Materials
- Course Completion Certificate
- 100% Money Back Guarantee
- Flexibility to choose classes
- Post training Support
- 24 PDUs
- Self-paced learning content
- 5 Real-life industry-based projects
- Certified trainer
- 10% discount on any Online Course