Description
ZERO TO HERO Deep Learning Course – 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 studies the construction and study of algorithms that can learn from data. Such algorithms work by building a model from sample inputs and using it 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 aim to learn and apply the concepts of deep learning in live projects. The course includes the following:
• Prediction on structured/tabular data
•Advice
• Image classification
• Image segmentation
• Object recognition
• Light transmission
• Super resolution
•Sentiment analysis
• Text generation
• Time series (sequence) forecasting
• Machine translation
voice recognition
• Answer the question
• Similarity of the text
• Image captions
• Image of the generation
• Image-to-image translation
We will learn:
- Theory and mathematics underlying deep learning
- How to create artificial neural networks
- Architecture of feedforward and convolutional networks
- Creating a model in PyTorch
- Calculation and gradient descent code
- Fine-tuning deep network models
- Learn Python from scratch (no previous programming knowledge required)
- How and why autoencoders work
- How to use transfer training
- Improving model performance through regularization
What you will learn in the deep learning course ZERO To HERO – Hands-On With Python
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How to create artificial neural networks
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Architecture of feedforward and convolutional networks
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Calculation and gradient descent code
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Learn Python from scratch (no previous programming knowledge required)
This course is suitable for people who
- Budding data scientists and AI/machine learning/deep learning engineers
Details of the deep learning course ZERO To HERO – Hands-On with Python
- Editor: Udemy
- Lecturer: EDUCBA bridges the gap
- Training level: beginner to advanced
- Training duration: 10 hours and 56 minutes
- Number of courses: 81
Course topics on 1/2024
Course requirements
- Basic concepts of machine learning and Python.
Course pictures
Sample video of the course
installation Guide
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Quality: 1080p
Download link
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Size
5.4GB