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Home > Computing and Information Technology > Computer science > Mathematical theory of computation > Machine Learning with Tensorflow: BUILD YOUR FIRST MODEL: A Step-by-Step Guide to Implementing MachineLearning Algorithms with TensorFlow
Machine Learning with Tensorflow: BUILD YOUR FIRST MODEL: A Step-by-Step Guide to Implementing MachineLearning Algorithms with TensorFlow

Machine Learning with Tensorflow: BUILD YOUR FIRST MODEL: A Step-by-Step Guide to Implementing MachineLearning Algorithms with TensorFlow


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About the Book

Build Your First Machine Learning Model with TensorFlow - Step by Step Artificial Intelligence is everywhere - from healthcare to finance, from self-driving cars to chatbots. At the heart of this revolution is machine learning, and TensorFlow is one of the most powerful tools to make it happen. Machine Learning with TensorFlow: Build Your First Model is your hands-on guide to understanding machine learning concepts and turning them into working code. Designed for beginners and aspiring developers, this book walks you through every stage of the process - from setting up your environment to deploying models that make real predictions. Inside, you'll learn: ✔️ The five-step ML workflow: framing problems, preparing data, training models, evaluating results, and deploying to production. ✔️ Building your first linear regression and neural network models with TensorFlow and Keras. ✔️ How to work with images, text, sequences, and tabular data using specialized models like CNNs, RNNs, and LSTMs. ✔️ Data preprocessing, pipelines, and feature engineering to improve accuracy. ✔️ Real-world projects - from predicting housing prices to detecting defects in manufacturing and forecasting energy use. ✔️ Scaling up with GPUs, optimizing performance, and deploying models with TensorFlow Serving, TensorFlow Lite, and TensorFlow.js. ✔️ Ethical and responsible AI practices for fairness, privacy, and sustainability. Whether you are a student, data enthusiast, or beginner programmer, this book gives you the knowledge and confidence to create your first machine learning models and take the first step into AI development.


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Product Details
  • ISBN-13: 9798262879823
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Height: 229 mm
  • No of Pages: 182
  • Returnable: N
  • Sub Title: BUILD YOUR FIRST MODEL: A Step-by-Step Guide to Implementing MachineLearning Algorithms with TensorFlow
  • Width: 152 mm
  • ISBN-10: 8262879821
  • Publisher Date: 29 Aug 2025
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Spine Width: 10 mm
  • Weight: 249 gr


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