From Zero to AI Hero: Create Neural Networks with TensorFlow
Build, Train, and Deploy Your First Neural Network with TensorFlow and Python in 2024
4.18 (11 reviews)
42
students
2.5 hours
content
Jun 2023
last update
$59.99
regular price
What you will learn
Understand the fundamentals of artificial intelligence and machine learning.
Set up the TensorFlow environment to begin building neural networks.
Explore the reasons behind learning TensorFlow and its importance in the field of machine learning.
Gain familiarity with AI and machine learning concepts, including supervised learning, unsupervised learning, and neural networks.
Apply the machine learning workflow using TensorFlow and Python, from data preprocessing to model evaluation.
Comprehend the inner workings of neural networks, including their architecture, activation functions, and backpropagation algorithm.
Build and train their first neural network using TensorFlow, implementing various layers, optimization techniques, and loss functions.
Monitor and improve the performance of neural networks through techniques such as regularization and hyperparameter tuning.
Learn techniques for deploying trained neural networks, including model conversion and deployment options.
Receive practical tips and best practices for working with TensorFlow and neural networks.
Gain hands-on experience through coding exercises and projects, allowing students to apply their knowledge and build their own neural network models.
Obtain a comprehensive understanding of the entire process of building, training, and deploying neural networks with TensorFlow.
Acquire the confidence to continue exploring and experimenting with neural networks for various real-world applications.
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udemy ID
5/18/2023
course created date
5/28/2023
course indexed date
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