Machine Learning

Check out this topical video from Predictive Analytics World founder Eric Siegel: A computer can keep you in jail, or deny you a job, a loan, insurance coverage, or housing – and yet you cannot face your accuser. The predictive models generated by machine learning to drive these weighty decisions are generally kept locked up as a secret, unavailable for audit, inspection, or … [Read more...] about Explainable Machine Learning, Model Transparency, and the Right to Explanation « Machine Learning Times

Photo by George Milton from PexelsMore and more businesses are embracing machine learning, but launching a model into the real world requires more than just building it. To realize its full benefit, an ML model needs to be deployed so it can communicate with a core software system, and draw data from a core database.But there are issues with deployment that have nothing to do … [Read more...] about From laptop to reality: why MLOps’ biggest challenges are organizational

Chapter 2Last time in Chapter 1 we discussed, what is Machine Learning and what are its types if you haven’t read about it I would recommend you to go through the previous article. Okay, so moving forward today we’ll discuss some more concepts.Let’s start.So before starting, I would like to throw some light on what is a machine learning model. A machine learning model is a file … [Read more...] about Regular Dose of Machine Learning

Amazon DevOps Guru is a marvel of machine learning capabilities. You can use it to better the applications you create. DevOps Guru runs on machine learning models that have been trained from the times of Amazon and later AWS. Your applications can greatly benefit from these top-of-the-line models, detect and eradicate anomalies way before they reach your customers. As a … [Read more...] about Amazon DevOps Guru: The Power of Machine Learning to Improve Applications | Rolustech

AUTOMATIC GENERATION OF MEDICAL REPORTContents:1.Introduction2.Prerequisites3.Business Problem4.Data5.Exploratory Data Analysis6.Data Preparation7.Modelling8.Encoder- Decoder Model9.Encoder Decoder Model with Attention Mechanism10.Results11.Summary12.Future Work13.ReferencesINTRODUCTION:Image Captioning is a challenging problem in Artificial Intelligence which refers to the … [Read more...] about AUTOMATIC GENERATION OF MEDICAL REPORT

Data-science-with-automl-polestar-solutionsToday, businesses realize the significant importance of investing in solid data science workflows. Data-driven decision-making has been well documented in various case studies and industry reports to convey a transformative impact on business processes and assist to create winning strategies even in an uncertain market.Investing in … [Read more...] about How automl workflows are simplifying data science

All you need to know about Categorical Data and Encoding it!Machine Learning is a highly glorified field. It is said that you can teach your machine to learn without “explicitly” programming it. While that is true, a lot of programming does go into it (rather implicitly). Categorical Encoding is a Feature Engineering step that is performed before training a Machine Learning … [Read more...] about Categorical Encoding

Building a Logistic Regression Model to Predict Which Colleges Expect an Early Career Salary of $60,000 or MoreGIF by Giphy.comLike most Asian immigrants, my parents emphasized the importance of school, with college graduation as the gateway to the American dream. Because of that, I never questioned whether I should go to college or not. It was more a matter of which one.Back … [Read more...] about What Makes College Worth It?

ARTICLEThis article delves into using shallow transfer learning to improve your NLP models.___________________________________________________________Take 37% off Transfer Learning for Natural Language Processing by entering fccazunre into the discount code box at checkout at manning.com.___________________________________________________________Semi-supervised Learning with … [Read more...] about Shallow Transfer Learning in NLP

With 95% accuracy, we can use performance data to predict which athletes will be on the podiumAt the beginning of 2020, I decided to go back to amateur cycling racing after more than ten years. But this time, everything was different. It would be my first time racing in The United States and in better shape than when I was a teenager.As soon as the season started, I found … [Read more...] about Predicting winners in cycling races with Machine Learning