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Tag: Deep Learning

How to Train a Deep Learning Model for Image Segmentation
Image segmentation is a great way to improve your deep learning models. By segmenting images, you can more easily identify objects and enhance the accuracy of your models. Deep learning […] The post How to Train a Deep Learning Model for Image Segmentation appeared first on Datafloq.
“Above the Trend Line” – Your Industry Rumor Central for 8/26/2022
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 …
Practical AI Techniques for Operationalizing Big Data in Enterprises
In this contributed article, Jaidev Amrite, Head of Product for SparkCognition's Natural Language AI, DeepNLP, shows how a common feature of all successful AI techniques is augmenting SME knowledge and intuition with AI which enables enterprises to focus on high-value decisions. By eschewing classical supervised modeling approaches popular in academia, …
Research Highlights: An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
In this regular column we take a look at highlights for breaking research topics of the day in the areas of big data, data science, machine learning, AI and deep learning. For data scientists, it’s important to keep connected with the research arm of the field in order to understand …
Anyscale Unveils Ray 2.0 and Anyscale Innovations at Ray Summit 2022
Anyscale, the company behind Ray, the unified framework for scalable computing, today announced Ray 2.0 and the enterprise-ready capabilities and roadmap for Anyscale’s managed Ray platform at the Ray Summit. This year’s Summit features dozens of organizations scaling their AI initiatives with Ray including Uber, IBM, Meta, Riot Games, Instacart …
Machine Learning Model Management: Ensemble Modeling
In this contributed article, editorial consultant Jelani Harper highlights how the machine learning approach called ensemble modeling enables organizations to utilize an assortment of models and combine them, and their predictive accuracies, to get the best result.
Heard on the Street – 8/22/2022
Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.
How to Incorporate Deep Learning Into Pathology
The medical industry has been exploiting AI for the past decade or so. We will see several approaches to Artificial Intelligence in Pathology that use Whole Slide Images. In this […] The post How to Incorporate Deep Learning Into Pathology appeared first on Datafloq.
7 Ways Chatbots Improve Life
Our friends over at Yellow.ai have put together a list of 7 ways that Chatbots are being used to engage, analyze, and ultimately satisfy the end user, customer and employee for today’s forward thinking companies.
How to Calculate Precision, Recall, F1, and More for Deep Learning Models
Last Updated on August 23, 2022 Once you fit a deep learning neural network model, you must evaluate its performance on a test dataset. This is critical, as the reported performance allows you to both choose between candidate models and to communicate to stakeholders about how good the model is …
The Benefits of Integrating AI and ML to Maximize Operational Efficiency
In this special guest feature, Zach Thomas, VP of Product Marketing, Conga, discusses the ways emerging technologies like AI and ML can expedite business operations to accelerate revenue. Outlined are the top benefits organizations can experience by integrating AI and ML into their operations, from improving CLM and CRM to …
How to Make Predictions with Keras
Last Updated on August 23, 2022 Once you choose and fit a final deep learning model in Keras, you can use it to make predictions on new data instances. There is some confusion amongst beginners about how exactly to do this. I often see questions such as: How do I …
The Biggest Challenges When Adopting Data and AI Technologies
In this contributed article, David Sweenor, Senior Director of Product Marketing at Alteryx, explains what it takes to create a data-driven culture in the office. Taking small, incremental steps to developing a data-centric work culture is the way to go in the adoption of data science, ML, AI, and other …
Heard on the Street – 8/15/2022
Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.
Interview: Dr. Susan Hura, Chief Design Officer at Kore.ai
I recently caught up with Dr. Susan Hura, Chief Design Officer at Kore.ai to discuss the bank-end work that goes into developing an intuitive conversational AI-supported chatbot. She'll also dispel some of the myths behind developing and introducing a CAI-empowered chatbot into a business’s digital platform. Whether used out-of-the-box or …
AI for a Better World
In this special guest feature, Tobi Knaup, CEO of D2iQ, explores how AI will make the world a better place. AI is a general-purpose tool that will be built into almost every product and service we use, accelerates innovation and scientific discovery, and is even enabling new art forms.
insideBIGDATA Latest News – 8/10/2022
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 …
“Above the Trend Line” – Your Industry Rumor Central for 8/8/2022
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 …