Artificial Intelligence (AI) will be a strategic capability and competitive advantage, no doubt. Statistics speak to that point. According to AI startup advisor Steve Ardire during his presentation (co-presented with Mico Yuk) at the DATAVERSITY® Enterprise Data World Conference titled “Why Enterprise Organizations Use AI as a Strategic Capability and Competitive Advantage,”AI is expected to […]
MediaTek Expands Collaboration with Google to Bring ML to Mid-Market Smartphones
According to a recent press release, “MediaTek today announced that in its continued collaboration with Google, the Helio P90 will support Google’s ML Kit, bringing machine learning techniques to mobile developers of all levels of expertise. MediaTek’s Helio P90, an AI processing powerhouse with advanced camera capabilities, will deliver software support to assist in making […]
Ten Recommendations for Building Great Data Catalogs
Click to learn more about author Oksana Sokolovsky and Rohit Mahajan. Data catalogs can be powerful platforms for Data Management, and enterprise interest in them is continually growing. But all the power and features data catalogs may bring can be squandered without a good data cataloging methodology, paired with common-sense practices. With that in mind, […]
Neural Machine Translation with Sequence to Sequence RNN
Click to learn more about author Rosaria Silipo. Automatic machine translation has been a popular subject for machine learning algorithms. After all, if machines can detect topics and understand texts, translation should be just the next step. Machine translation can be seen as a variation of natural language generation. In a previous project, we worked […]
Data Lineage and Metadata Management: An Innovative Approach
“Every day, companies need to track and trace data movement processes through metadata discovery and data lineage,” emphasizes Amnon Drori, CEO and co-founder of Octopai. This task has not been easy and has often frustrated Drori throughout his twenty-year career. In the past, Drori’s teams have had to spend time checking and rechecking data, a […]
Knowledge Graphs, Ontologies, and AI
This past fall, all aspects of the computable knowledge structure KBpedia – its upper ontology (KKO), full knowledge graph, mappings to major leading knowledge bases, and 70 logical concept groupings called typologies – became open source. Making big strides in increasing definitions and mappings has been a main focus of KBpedia v. 1.60. As it always […]
Data Modeling Trends in 2019
IT technologies are rapidly changing our lives. Whether it’s your daily grocery purchase, monthly bill payments, booking railway tickets, or receiving online healthcare consultation, data technologies have penetrated every business model, large, medium, or small. Recent cloud platforms, coupled with Big Data and IoT technologies, have ushered in a new era of “smart technologies” powered […]
Digital Transformation Strategies and Lessons for 2019
Click to learn more about author Asha Saxena. When enterprises take on digital transformation initiatives, they may underestimate the power to which digital has been altering industry landscape dynamics, consumer behaviors, economic fundamentals and what it means to stay competitive and relevant with its customers. People often forget how far we have come in a short […]
Making Machine Learning Datasets Unbiased
Click to learn more about authors Dmitry Pozdnyakov and Olga Ezzheva Machine Learning (ML), a subset of a broader Artificial Intelligence (AI) field, is finding its way into more and more areas of application. From smarter shopping recommendations to better medical diagnosis to more effective fraud detection, businesses are leaning on ML to inject new […]
Streamlining the Production of Artificial Intelligence
People often think the algorithms used for Machine Learning (ML) are the most important factors for developing a successful ML system. However, shrewd Artificial Intelligence (AI) and Machine Learning systems in production (managing the data at all stages, with multiple models) have much more impact on the success of the model than the specific learning […]