From Zero to AI Hero: Create Neural Networks with TensorFlow

From Zero to AI Hero: Create Neural Networks with TensorFlow, available at $64.99, has an average rating of 4.1, with 64 lectures, based on 11 reviews, and has 40 subscribers.

You will learn about 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. This course is ideal for individuals who are Anyone with a curiosity for machine learning and a desire to build intelligent systems using TensorFlow. or Entrepreneurs or business professionals interested in understanding the capabilities and potential applications of artificial intelligence in their industry. or Professionals in fields such as finance, healthcare, or marketing, who want to leverage the power of neural networks for data analysis and decision-making. or Students pursuing computer science or related fields who want to explore the exciting world of machine learning. or Technology enthusiasts who want to understand the fundamentals of artificial intelligence and how neural networks work. or Software developers interested in expanding their knowledge and incorporating machine learning into their applications. or Aspiring data scientists looking to enhance their skills in deep learning and neural networks. It is particularly useful for Anyone with a curiosity for machine learning and a desire to build intelligent systems using TensorFlow. or Entrepreneurs or business professionals interested in understanding the capabilities and potential applications of artificial intelligence in their industry. or Professionals in fields such as finance, healthcare, or marketing, who want to leverage the power of neural networks for data analysis and decision-making. or Students pursuing computer science or related fields who want to explore the exciting world of machine learning. or Technology enthusiasts who want to understand the fundamentals of artificial intelligence and how neural networks work. or Software developers interested in expanding their knowledge and incorporating machine learning into their applications. or Aspiring data scientists looking to enhance their skills in deep learning and neural networks.

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Summary

Title: From Zero to AI Hero: Create Neural Networks with TensorFlow

Price: $64.99

Average Rating: 4.1

Number of Lectures: 64

Number of Published Lectures: 64

Number of Curriculum Items: 64

Number of Published Curriculum Objects: 64

Original Price: $39.99

Quality Status: approved

Status: Live

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.

Who Should Attend

• Anyone with a curiosity for machine learning and a desire to build intelligent systems using TensorFlow.
• Entrepreneurs or business professionals interested in understanding the capabilities and potential applications of artificial intelligence in their industry.
• Professionals in fields such as finance, healthcare, or marketing, who want to leverage the power of neural networks for data analysis and decision-making.
• Students pursuing computer science or related fields who want to explore the exciting world of machine learning.
• Technology enthusiasts who want to understand the fundamentals of artificial intelligence and how neural networks work.
• Software developers interested in expanding their knowledge and incorporating machine learning into their applications.
• Aspiring data scientists looking to enhance their skills in deep learning and neural networks.

Target Audiences

• Anyone with a curiosity for machine learning and a desire to build intelligent systems using TensorFlow.
• Entrepreneurs or business professionals interested in understanding the capabilities and potential applications of artificial intelligence in their industry.
• Professionals in fields such as finance, healthcare, or marketing, who want to leverage the power of neural networks for data analysis and decision-making.
• Students pursuing computer science or related fields who want to explore the exciting world of machine learning.
• Technology enthusiasts who want to understand the fundamentals of artificial intelligence and how neural networks work.
• Software developers interested in expanding their knowledge and incorporating machine learning into their applications.
• Aspiring data scientists looking to enhance their skills in deep learning and neural networks.