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So far Tomasz Baranowicz has created 33 blog entries.

AI Weekly 8 July 2018

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL Chinese AI beats 15 doctors in tumor diagnosis competition - An AI system has wiped the floor with some of China’s top doctors when it comes to diagnosing brain tumors and predicting hematoma expansion. As reported by Xinhua, the system defeated a team comprised of 15 of China’s top doctors by a margin of two to one. The AI, BioMind, was developed by the Artificial Intelligence Research Centre for Neurological Disorders at Beijing Tiantan Hospital, and is another [...]

By |2018-07-08T12:05:52+00:00July 8th, 2018|AI Weekly|0 Comments

AI Weekly 29 June 2018

Graphic: James Gathany/Smithsonian.com Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL Facial recognition software is not ready for use by law enforcement - recent news of Amazon’s engagement with law enforcement to provide facial recognition surveillance (branded “Rekognition”), along with the almost unbelievable news of China’s use of the technology, means that the technology industry needs to address the darker, more offensive side of some of its more spectacular advancements. Clearly, facial recognition-powered government surveillance is an extraordinary invasion of the privacy of all citizens [...]

By |2018-06-29T14:47:48+00:00June 29th, 2018|AI Weekly|0 Comments

AI Weekly 25 June 2018

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) LEARNING Project Reports and Posters, Spring 2018 CS230: Deep Learning https://stanford.io/2tyiH2E How to build a Teachable Machine with TensorFlow.js http://bit.ly/2tu0XpT PROGRAMMING Neural Machine Translation with Attention - This notebook trains a sequence to sequence (seq2seq) model for Spanish to English translation using tf.keras and eager execution. This is an advanced example that assumes some knowledge of sequence to sequence models. http://bit.ly/2Ir2e5L Papers with Code http://bit.ly/2KkhYcD Face recognition with OpenCV, Python, and deep learning http://bit.ly/2tBPdRA PAPERS Scalable and accurate deep learning [...]

By |2018-06-25T15:13:43+00:00June 25th, 2018|AI Weekly|0 Comments

AI Weekly 15 June 2018

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL AI Nationalism http://bit.ly/2ldacq8 LEARNING Neural scene representation and rendering - in this work authors introduce the Generative Query Network (GQN), a framework within which machines learn to perceive their surroundings by training only on data obtained by themselves as they move around scenes. Much like infants and animals, the GQN learns by trying to make sense of its observations of the world around it. In doing so, the GQN learns about plausible scenes and their geometrical properties, [...]

By |2018-06-15T19:32:57+00:00June 15th, 2018|AI Weekly|0 Comments

Apple Create ML vs Kaggle is it really so good?

During recent WWDC Apple presented their newest tool called Create ML. As a ML enthusiast i was really impressed on what i’ve seen on dedicated session (703), so i thought it would be worth to investigate how powerful it really is. 1. Create ML in a nutshell (you can skip if you watched WWDC presentation). Create ML is a new framework designed to help developers easily and quickly build machine learning models using Swift and Xcode. As for now it is able to work with 3 types of data: images, text and tabular data. The workflow is really simple, you [...]

By |2018-07-25T22:20:56+00:00June 11th, 2018|Programming, Swift|0 Comments

AI Weekly 9 June 2018

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL How AI driven by Google’s DeepMind could help save lives and the NHS – Artificial Intelligence could prevent tens of thousands of deaths a year and take pressure off NHS staff, but privacy campaigners are worried. Rob Hastings investigates as he meets the pioneering health teams at Google’s AI firm DeepMind and the Royal Free hospital http://bit.ly/2kWLn1l Explain yourself, machine. Producing simple text descriptions for AI interpretability. - One big theme in 2017 in AI research was the idea [...]

By |2018-06-09T19:50:22+00:00June 9th, 2018|AI Weekly|0 Comments

AI Weekly 2 June 2018

Photo by Lisha Li   Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;)   GENERAL   Why thousands of AI researchers are boycotting the new Nature journal - Academics share machine-learning research freely. Taxpayers should not have to pay twice to read their findings http://bit.ly/2soKClY   Why you need to improve your training data, and how to do it - Academic papers are almost entirely focused on new and improved models, with datasets usually chosen from a small set of public archives, but is it really an [...]

By |2018-06-02T19:35:36+00:00June 2nd, 2018|AI Weekly|0 Comments

Popular Machine Learning interview questions

Hi, this is list of the most popular machine learning interview questions. You can be asked them while applying for ML Engineer position. For each one I tried to add link with short answer. Hope you will enjoy it. Describe Binary Classification. https://www.kdnuggets.com/2017/04/must-know-evaluate-binary-classifier.html Calculate AUC of an ROC curve. http://blog.revolutionanalytics.com/2016/11/calculating-auc.html What does P-Value mean? https://www.statsdirect.com/help/basics/p_values.htm Explain Linear Regression, assumptions and math equations. http://www.stat.yale.edu/Courses/1997-98/101/linreg.htm Explain Logistic Regression, assumptions and math equations. https://www.medcalc.org/manual/logistic_regression.php What is cross validation? https://www.analyticsvidhya.com/blog/2018/05/improve-model-performance-cross-validation-in-python-r/ What are anomaly detection methods? https://towardsdatascience.com/a-brief-overview-of-outlier-detection-techniques-1e0b2c19e561 What are time series forecasting techniques? https://www.analyticsvidhya.com/blog/2018/02/time-series-forecasting-methods/ Explain PCA, assumptions, equations. https://towardsdatascience.com/a-one-stop-shop-for-principal-component-analysis-5582fb7e0a9c Explain a probability distribution that is [...]

By |2018-07-25T22:12:13+00:00May 29th, 2018|Job|0 Comments

AI Weekly 26 May 2018

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL Intel AI Lab open-sources library for deep learning-driven NLP - The Intel AI Lab has open-sourced a library for natural language processing to help researchers and developers give conversational agents like chatbots and virtual assistants the smarts necessary to function, such as name entity recognition, intent extraction, and semantic parsing to identify the action a person wants to take from their words. http://bit.ly/2JbCfDN Uber’s Self-Driving Car Didn’t Malfunction, It Was Just Bad - There were no software glitches [...]

By |2018-05-26T20:14:20+00:00May 26th, 2018|AI Weekly|0 Comments

AI Weekly 19 May 2018

Hi! New AI Weekly is here! Enjoy your weekend reading AI news and don’t forget to share it with your friends ;) GENERAL Why Is the Human Brain So Efficient? - How massive parallelism lifts the brain’s performance above that of AI. http://bit.ly/2k7cWVg AI and Compute - OpenAI released an analysis showing that since 2012, the amount of compute used in the largest AI training runs has been increasing exponentially with a 3.5 month-doubling time (by comparison, Moore’s Law had an 18-month doubling period). Since 2012, this metric has grown by more than 300,000x (an 18-month doubling period would yield [...]

By |2018-05-19T19:53:26+00:00May 19th, 2018|AI Weekly|0 Comments
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