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Python Artificial Intelligence Projects for Beginners [Video]
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-
Free ChapterBuilding Your Own Prediction Models
-
Applications for Comment Classification
-
Deep Learning
- Neural Networks
- Identifying the Genre of a Song Using Audio Analysis and Neural Networks
- Revising the Spam Detector to Use Neural Networks
- Overview of Deep Learning and Convolutional Neural Networks
- Identifying Handwritten Mathematical Symbols with Convolutional Neural Networks
- Revising the Bird Species Identifier to Use Images
About this
video
Artificial Intelligence (AI)is one of the hottest fields in computer science right now and has taken the world by storm as a major field of research and development. Python has surfaced as a dominate language in AI/ML programming because of its simplicity and flexibility, as well as its great support for open source libraries such as Scikit-learn and Keras.
Built for rookie AI enthusiasts across eight realistic projects, this course covers modern techniques that make up the world of AI. You’ll start with your first project that covers decision trees for classifying data using Scikit-learn libraries. Next, you will build a classifier using random forests. Then you will learn about text processing techniques and practice with bag-of-words and word2vec models. Further, you will be introduced to deep learning and neural networks and practice with projects that make use of Keras and convolutional neural networks.
By the end of this video course, you will be confident to build your own AI projects with Python and be ready to take on more advanced content as you go ahead.
Style and Approach
Built for rookie AI enthusiasts across eight realistic projects, this course covers modern techniques that make up the world of Artificial Intelligence.
- Publication date:
- December 2017
- Publisher
- Packt
- Duration
- 1 hours 52 minutes
- ISBN
- 9781788394345
Latest Reviews
(8 reviews total)
I'VE tried the book, but it's not as interesting or informative as Machine Learning Solutions, by Jalaj Thanaki.
4
It is easy and painless ordering experience
4
This video is good for beginners
4