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Tag: Deep Learning

How AI and Machine Learning Will Shape Software Testing
In this special guest feature, Erik Fogg, Chief Operating Officer at ProdPerfect, covers some of the main benefits of adding AI to the software testing process, and why you should consider adding it to yours if you haven’t already. ProdPerfect is an autonomous E2E regression testing solution which leverages data …
How to Develop a Neural Net for Predicting Car Insurance Payout
Developing a neural network predictive model for a new dataset can be challenging. One approach is to first inspect the dataset and develop ideas for what models might work, then explore the learning dynamics of simple models on the dataset, then finally develop and tune a model for the dataset …
insideBIGDATA Latest News – 1/26/2021
In this regular column, we’ll bring you all the latest industry news centered around our main topics of focus: big data, data science, machine learning, AI, and deep learning. Our industry is constantly accelerating with new products and services being announced everyday. Fortunately, we’re in close touch with vendors from …
Genesis of a Model Intelligence Platform – Truera
In this start-up highlight piece, we discuss how a CMU professor and his former grad student are ushering in a new era of responsible AI, and helping companies address bias in their AI models. This is a short story of the genesis of Truera.
XAI: Are We Looking Before We Leap?
This four part report, "XAI: Are We Looking Before We Leap?," from our friends over at SOSA highlights the challenges and advances when it comes to regulations, relevant use-cases, and emerging technologies taking the mystery out of AI.
How to Choose an Activation Function for Deep Learning
Activation functions are a critical part of the design of a neural network. The choice of activation function in the hidden layer will control how well the network model learns the training dataset. The choice of activation function in the output layer will define the type of predictions the model …
Using AI for Contract Management
In this special guest feature, Sunu Engineer, Principal Architect at Icertis, discusses using AI for Contract Lifecycle Management. Done right, AI for contract management has the potential to empower organizations to stay out front by turning repositories of contracts into indispensable strategic advantages.
Molecula Secures $17.6 Million in Series A Funding to Democratize Machine-Scale Analytics and AI
Molecula, an enterprise feature store built for machine-scale analytics and AI, announced it closed a $17.6 million Series A round of funding, bringing its total funding to $23.6 million. The round is led by Drive Capital, with participation from TTV Capital and existing investors including Tensility.
How AI Will Shape the Future of Customer Communications
In this contributed article, Eric Schurke, VP of Operations at Ninja Number, discusses how AI solutions are changing the way businesses communicate in 2021 and beyond. To succeed you should focus on three different aspects: incorporating customer feedback, over-communicating wherever you can, and building a culture of customer success.
Driving with Data: How AI is Personalizing the Auto Insurance Industry and Saving Lives
In this special guest feature, Gilad Avrashi, CTO & Co-Founder at MDgo, believes that now is the time for the insurance industry to leverage AI technology to unlock the power of data and provide personalized services that customers demand to retain them as loyal customers.
AI-driven Platform Identifies and Remediates Biases in Data
Synthesized has released the Community Edition of its data platform for Bias Mitigation. Released as a freemium version, the offering incorporates AI research and cutting-edge techniques to enable any organization to quickly identify potential biases within their data and immediately start to remediate these flaws.
Interview: Kathy Baxter, Architect of Ethical AI Practice at Salesforce
I recently caught up with Kathy Baxter, one of the elite AI ethicists in the world and Salesforce's Principal Architect of Ethical AI, to discuss the good, the bad and the ugly of ethical data collection. Kathy comments on the current issues and challenges that enterprises are facing when it …
“Above the Trend Line” – Your Industry Rumor Central for 1/11/2021
Above the Trend Line: your industry rumor central is a recurring feature of insideBIGDATA. In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the …
We All Know about AI in Medicine By Now. Here’s Why It Really Matters.
In this special guest feature, Eran Atlas, Co-Founder & CEO of DreaMed Diabetes, discusses how the rapid incorporation of artificial intelligence in medicine is no longer a novel trend, with more fields than ever developing improved solutions and protocols. Yet the intricacies of AI have often made it a difficult …
2020’s Biggest Stories in AI
In this contributed article, several data scientists from Vectra AI discuss 2020’s Biggest Stories in AI. 2020 provided a glimpse of just how much AI is beginning to penetrate everyday life. It seems likely that in the next few years we’ll regularly (and unknowingly) see AI-generated text in our social …
Best of arXiv.org for AI, Machine Learning, and Deep Learning – December 2020
In this recurring monthly feature, we will filter all the recent research papers appearing in the arXiv.org preprint server for subjects relating to AI, machine learning and deep learning – from disciplines including statistics, mathematics and computer science – and provide you with a useful “best of” list for the …
The insideBIGDATA IMPACT 50 List for Q1 2021
The team here at insideBIGDATA is deeply entrenched in following the big data ecosystem of companies from around the globe. We’re in close contact with most of the firms making waves in the technology areas of big data, data science, machine learning, AI and deep learning. Our in-box is filled …
TOP 10 insideBIGDATA Articles for December 2020
In this continuing regular feature, we give all our valued readers a monthly heads-up for the top 10 most viewed articles appearing on insideBIGDATA. Over the past several months, we’ve heard from many of our followers that this feature will enable them to catch up with important news and features …