Description
Deep Learning Course ZERO To HERO – Hands-On With Python. ZERO To HERO Deep Learning Course – Hands-On With Python. Deep learning is a new part of machine learning that was introduced with the aim of bringing machine learning closer to artificial intelligence. Machine learning is a scientific discipline that examines the construction and study of algorithms that can learn from data. Such algorithms work by building a model from sample inputs and using that to make predictions or decisions, rather than strictly following program instructions. Machine learning is closely related to and often overlaps with computational statistics. A field that also specializes in forecasting. Through this training, we intend to learn and apply the concepts of deep learning with live projects. The course includes the following;
• Prediction on structured/tabular data
•Advice
• Image classification
• Image segmentation
• Object detection
• Light transmission
• Super resolution
•Sentiment analysis
• Text generation
• Time series (sequence) forecast
• Machine translation
Speech recognition
• Answer the question
• Similarity of the text
• Image subtitles
• Image of the generation
• Image to image translation
We will learn the following:
- Theory and mathematics underlying deep learning
- How to make artificial neural networks
- Architecture of feedforward and convolutional networks
- Building a model in PyTorch
- Calculus and gradient descent code
- Fine tuning of deep network models
- Learn Python from scratch (no prior coding experience required)
- How and why autoencoders work
- How to use transfer training
- Improving model performance using regularization
What you will learn in Deep Learning course ZERO To HERO – Hands-On With Python
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How to make artificial neural networks
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Architecture of feedforward and convolutional networks
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Calculus and gradient descent code
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Learn Python from scratch (no prior coding experience required)
This course is suitable for people who
- Aspiring Data Scientists and AI/Machine Learning/Deep Learning Engineers
Details of Deep Learning course ZERO To HERO – Hands-On With Python
- Publisher: Udemy
- teacher: EDUCBA Bridging the Gap
- Training level: beginner to advanced
- Training duration: 10 hours and 56 minutes
- Number of courses: 81
Course topics on 1/2024
Course prerequisites
- Basic machine learning concepts and Python.
Course images
Sample video of the course
Installation guide
After Extract, view with your favorite Player.
Subtitle: None
Quality: 1080p
download link
File(s) password: www.downloadly.ir
Size
5.4 GB
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