Description
Course 2024 Deep Learning for Beginners with Python. Course 2024 Deep learning for beginners with Python. This comprehensive course covers the latest developments in deep learning and artificial intelligence using Python. Designed for beginners and advanced students, this course teaches you the basic concepts and practical skills needed to build and deploy deep learning models.
Module 1: Introduction to Python and Deep Learning
- An overview of the Python programming language
- An introduction to deep learning and neural networks
Module 2: Neural Network Basics
- Understanding activation functions, loss functions and optimization techniques
- An overview of supervised and unsupervised learning
Module 3: Building a neural network from scratch
- A practical coding exercise to build a simple neural network from scratch using Python
Module 4: TensorFlow 2.0 for Deep Learning
- An overview of TensorFlow 2.0 and its features for deep learning
- Hands-on coding exercises for implementing deep learning models using TensorFlow
Module 5: Advanced Neural Network Architecture
- Examining different architectures of neural networks such as feedforward, recurrent and convolutional networks
- Practical coding exercises for implementing advanced neural network models
Module 6: Convolutional Neural Networks (CNN)
- An overview of convolutional neural networks and their applications
- Practical coding exercises for CNN implementations for image classification and object recognition tasks
Module 7: Recurrent Neural Networks (RNN)
- An overview of recurrent neural networks and their applications
- Practical coding exercises for implementing RNNs for sequential data such as time series and natural language processing
At the end of this course, you will have a strong understanding of deep learning and its applications in artificial intelligence and the ability to build and deploy deep learning models using Python and TensorFlow 2.0. This course will be an invaluable asset to anyone looking for a career in artificial intelligence or simply expanding their knowledge in this exciting field.
What you will learn in the Deep Learning for Beginners with Python 2024 course
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Python programming language basics
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Basic concepts of deep learning and neural networks
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How to build a neural network from scratch with Python
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Advanced techniques in deep learning using TensorFlow 2.0
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Convolutional Neural Networks (CNN) for image classification and object recognition
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Recurrent Neural Networks (RNN) for sequential data such as time series and natural language processing
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Generative adversarial networks (GANs) to generate new data samples
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Transfer learning in deep learning
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Reinforcement learning and its applications in artificial intelligence
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Deployment options for deep learning models
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Applications of deep learning in artificial intelligence, such as computer vision, natural language processing and speech recognition
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Current and future trends in deep learning and artificial intelligence, as well as ethical and social implications.
This course is suitable for people who
- Data scientists, analysts and engineers who want to expand their knowledge and skills in machine learning.
- Developers and programmers who want to learn how to build and deploy machine learning models in a production environment.
- Researchers and academics who want to understand the latest developments and applications of machine learning.
- Business professionals and managers who want to learn how to use machine learning to solve real-world problems in their organization.
- Students and recent graduates who want to gain a solid foundation in machine learning and pursue a career in data science or artificial intelligence.
- Anyone who is curious about machine learning and wants to learn more about its applications and how it can be used in industry.
Course specifications 2024 Deep Learning for Beginners with Python
- Publisher: Udemy
- teacher: Laxmi Kant KGP Talkie
- Training level: beginner to advanced
- Training duration: 21 hours and 1 minute
- Number of courses: 181
Course topics 2024 Deep Learning for Beginners with Python on 12/2023
Prerequisites of the 2024 course Deep Learning for Beginners with Python
- Basic understanding of programming concepts and mathematics
- A laptop or a computer with an internet connection
- A willingness to learn and explore the exciting field of deep learning and artificial intelligence
Course images
Sample video of the course
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