So you want to make a career in machine learning? The Total Python Machine Learning Bundle will get you up to speed on the current breakthroughs in artificial intelligence. It's your one-stop shop for starting a career in machine learning. Included in the Total Python Machine Learning Bundle are 8 expert-led courses on Python and artificial intelligence. You'll come to understand deep learning with neural networks and how it applies to the world. Then, you'll become familiar with TensorFlow, NLP in Python, designing recommendation systems and implementing classification models via Python’s scikit-learn. Best of all, the Total Python Machine Learning Bundle is a Pay What You Want Deal. This means that you name the price for this 8-course bundle. If your price is greater than the average paid price, you'll walk away with the entire bundle. If your price is less than the average price, you'll still receive a large chunk of the bundle. Note: TechSpot may receive a commission for … [Read more...] about Pay what you want and become a pro in machine learning using Python
Deep learning with python
Artificial intelligence is more important now than ever before, and it can be found just about everywhere in our data-driven world. Think of search engines, image recognition, robotics, finance, and plenty of other industries. Developing AI applications isn't easy, but those with the knowledge are in high demand. Interested in learning more? Instead of picking up pieces here and there, why not invest in an AI and deep learning bundle? Why pay hundreds of dollars when you can essentially pay what you want and have access forever? Windows Central Digital Offers currently has a deal on an AI and deep learning bundle that contains seven e-books and 10 hours of course content. Instead of the suggested price of $691, you can pay any amount you want and take home the Deep Learning with Hadoop e-book. If you beat the average price, you take home the entire bundle. It also includes: Artificial Intelligence with Python Getting Started with Java Deep Learning Java Deep Learning Essentials Deep … [Read more...] about Pay what you want for this AI and deep learning bundle!
PyTorch is a Python-based tensor computing library with high-level support for neural network architectures. It also supports offloading computation to GPUs. A product of Facebook’s AI research team and open sourced a little more than a year ago, PyTorch has fast become the first choice of many deep learning practitioners. In this tutorial, we’ll dive into the basics of running PyTorch on Linux, from installation to creating and training a simple neural network that can recognize digits. We’ll cap it off by tackling a more complicated example that uses convolutional neural networks (CNNs) to improve accuracy. This won’t be a full introduction to neural networks, but I will explain neural networking concepts as they crop up in our code.While a computer with a GPU is not necessary for this tutorial, it is recommended. If you want to follow along in a Jupyter notebook, you can make use of the version of this article on GitHub.Install PyTorchThe easiest way to … [Read more...] about PyTorch tutorial: Get started with deep learning in Python
Over the past year I've reviewed half a dozen open source machine learning and/or deep learning frameworks: Caffe, Microsoft Cognitive Toolkit (aka CNTK 2), MXNet, Scikit-learn, Spark MLlib, and TensorFlow. If I had cast my net even wider, I might well have covered a few other popular frameworks, including Theano (a 10-year-old Python deep learning and machine learning framework), Keras (a deep learning front end for Theano and TensorFlow), and DeepLearning4j (deep learning software for Java and Scala on Hadoop and Spark). If you’re interested in working with machine learning and neural networks, you’ve never had a richer array of options. There's a difference between a machine learning framework and a deep learning framework. Essentially, a machine learning framework covers a variety of learning methods for classification, regression, clustering, anomaly detection, and data preparation, and it may or may not include neural network methods. A deep learning or deep … [Read more...] about Review: The best frameworks for machine learning and deep learning