Deep Learning Training Course
Comprehensive Deep Learning Training
Lectures -81
Duration -10.5 hours
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Course Description
Deep Learning is a new part of Machine Learning, which has been introduced with the objective of moving Machine Learning closer to Artificial Intelligence.
Machine learning is a scientific discipline that explores the construction and study of algorithms that can learn from data. Such algorithms operate by building a model from example inputs and using that to make predictions or decisions, rather than following strictly static program instructions. Machine learning is closely related to and often overlaps with computational statistics; a discipline that also specializes in prediction-making.
Through this training, we are going to learn and apply concepts of deep learning with live projects.
The course includes the following;
- Prediction in Structured/Tabular Data
- Recommendation
- Image Classification
- Image Segmentation
- Object Detection
- Style Transfer
- Super Resolution
- Sentiment Analysis
- Text Generation
- Time Series (Sequence) Prediction
- Machine Translation
- Speech Recognition
- Question Answering
- Text Similarity
- Image Captioning
- Image Generation
- Image-to-Image Translation
Target Customers:
- Aspiring Data Scientists
- AI/Machine Learning/Deep Learning Engineers
Prerequisites
What are the prerequisites for this course?
- Basic Machine learning concepts and Python.
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction
6 Lectures
- Introduction to Hands on Deeplearning 06:01 06:01
- What is Machine Learning 10:03 10:03
- Popular ML Methods 06:21 06:21
- What is Deep Learning 07:05 07:05
- Applications of Deeplearning 10:09 10:09
- Recommendations 09:37 09:37
Deeplearning basics
6 Lectures
Getting Started
12 Lectures
Image Classifier
10 Lectures
Image Classifier-2
11 Lectures
Text Classifier
10 Lectures
Text Generation
8 Lectures
Text Translation
11 Lectures
Prediction-Tabular-Data
4 Lectures
Collaborative Filtering
3 Lectures
Instructor Details
Corporate Bridge Consultancy Private Limited
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