Developing AI Applications (Full Colour Edition)
Developing AI Applications (Full Colour Edition)
By: Metin Karatas | Publisher: Shroff/Rheinwerk Computing | Year: 2024
ISBN: 9789368081012
MRP: Rs. 4,225.00
You Pay: Rs. 3,800.00
You save: Rs. 425.00 ( 10% )
Usually ships in 2-3 days
Reward points: 38 points
⚠️ Ships only in Bangladesh, Bhutan, India, Nepal, and Sri Lanka.
Description
📖 How to activate your license key
To activate the key, please follow the steps listed below.
- Go to www.sap-press.com and login to your account.
- Click on the “Library” icon located next to the shopping cart.
- Copy and paste the license key number into the white box that says, “Enter license key”
- Press the yellow button that says “Add Product”
- Choose which option you would like for the book — Read Online, Download E-book, or Additional Data (not all books have this available).
Read Online allows you to read the book directly through our website. If you choose to download, you will be given 3 options:
- PDF – download and save this to your computer. From there, you can add it to different electronic devices for your own use
- EPUB – download to tablets and devices.
- MOBI – download this format to transfer to your Kindle
Description
It’s time to get practical about AI. Move past playing around with chatbots and plugging your data into others’ applications—learn how to create your own! Walk through key AI methods like decision trees, convolutional layers, cluster analysis, and more. Get your hands dirty with simple no-code exercises and then apply that knowledge to more complex (but still beginner-friendly!) examples. With information on installing KNIME and using tools like AutoKeras, ChatGPT, and DALL-E, this guide will let you do more with AI!
- Learn to program your own AI applications—even if you’ve never coded before!
- Get started without code using the KNIME platform and then expand your skills by programming with basic Python
- Work with neural networks, transfer learning, anomaly detection, reinforcement learning, and more
AI Algorithms Understand the theory and structure behind the most useful AI models and methods and how they can be used to solve problems. Learn about artificial neural networks, anomaly detections, cluster analysis, text and image classification, reinforcement learning, and other algorithms.
Tools and Platforms Install and use AI platforms like KNIME and Anaconda. See how tools like ChatGPT and libraries like XGBoost can enhance your AI applications.
Practical Exercises Get step-by-step instructions for creating AI applications, whether you’re implementing them with no code on the KNIME platform or programming them using basic Python.
- Python
- KNIME
- ChatGPT
- DALL-E
- Artificial neural networks (ANN)
- Decision trees
- Convolutional layers
- Transfer learning
- Anomaly detection
- Text and image classification
- Cluster analysis
- Reinforcement learning