Author Archives: 365Data Science

The evolution of Big Data into machine learning applications ushered in an exciting era of new roles and skillsets that became necessary to implement these technologies. With the Machine Learning Engineer being such a crucial component today, where the evolution of this field will take us tomorrow should be fascinating. Originally from KDnuggets https://ift.tt/3pWALzJ sourceContinue reading “The Rise of the Machine Learning Engineer”

A tutorial on conducting image classification inference using the Resnet50 deep learning model at scale with using GPU clusters on Saturn Cloud. The results were: 40x faster computer vision that made a 3+ hour PyTorch model run in just 5 minutes. Originally from KDnuggets https://ift.tt/3fu5VcX source https://365datascience.weebly.com/the-best-data-science-blog-2020/computer-vision-at-scale-with-dask-and-pytorch

We often discuss applying data science and machine learning techniques in term so of how they help your organization or business goals. But, these algorithms aren’t limited to only increasing the bottom line. Developing new applications that leverage the predictive power of AI to benefit society and those communities in need is an equally valuableContinue reading “How Machine Learning Works for Social Good”

Udacity has the best industry-leading programs in data science. Here are the top six data science courses for beginners to help you get started. Originally from KDnuggets https://ift.tt/2IYapgf source https://365datascience.weebly.com/the-best-data-science-blog-2020/top-6-data-science-programs-for-beginners

Bigger compute has led to increasingly impressive deep learning computer vision model SOTA results. However most of these SOTA deep learning models are brought down to their knees when making predictions on adversarial images. Read on to find out more. Originally from KDnuggets https://ift.tt/2KvlHZX source https://365datascience.weebly.com/the-best-data-science-blog-2020/adversarial-examples-in-deep-learning-a-primer

When it comes to data science projects, the disconnect between business executives and data teams can lead to major tension. Keeping these challenges from arising in the first place through effective communication will help reduce friction with stakeholders. Originally from KDnuggets https://ift.tt/2UJIp29 source https://365datascience.weebly.com/the-best-data-science-blog-2020/how-data-scientists-can-avoid-lost-in-translation-syndrome-when-communicating-with-management

In this post, we will start presenting CA as pattern recognition methods for stream learning. Finally, we will briefly mention two recent CA-based solutions for stream learning. Both are highly interpretable as their cellular structure represents directly the mapping between the feature space and the labels to be predicted. Originally from KDnuggets https://ift.tt/3307GJU source https://365datascience.weebly.com/the-best-data-science-blog-2020/cellular-automata-in-stream-learning

Here are four courses that can give you the necessary skills to lead businesses in the 21st century. All of them include Python programming as a course component. Most of them require an undergraduate knowledge of statistics, calculus, linear algebra, and probability, so we recommend checking your course of interest for the specifics. Originally fromContinue reading “The top courses for aspiring data scientists”