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The O’Reilly Data Show Podcast: Andrew Burt on the need to modernize data protection tools and strategies. In this episode of the Data Show , I spoke with Andrew Burt , chief privacy officer and legal engineer at Immuta , a company building data management tools tuned for data science. Burt and cybersecurity pioneer Daniel Geer recently released a must-read white paper (“Flat Light”) that provides a great framework for how to think about information security in the age of big data and AI.
The practice of data science requires the use of analytics tools, technologies and programming languages to help data professionals extract insights and value from data. A recent survey of nearly 24,000 data professionals by Kaggle revealed that Python, SQL and R are the most popular programming languages. The most popular, by far, was Python (83% used).
This blog post provides insights on how to use the SHAP and LIME Python libraries in practice and how to interpret their output, helping readers prepare to produce model explanations in their own work. Introduction. Part 1 of this blog post provides a brief technical introduction to the SHAP and LIME Python libraries, including code and output to highlight a few pros and cons of each library.
Recently, I started up with an NLP competition on Kaggle called Quora Question insincerity challenge. It is an NLP Challenge on text classification and as the problem has become more clear after working through the competition as well as by going through the invaluable kernels put up by the kaggle experts, I thought of sharing the knowledge. Since we have a large amount of material to cover, I am splitting this post into a series of posts.
AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.
It’s that time of the year to step back, evaluate what worked, what did not, and what to do differently to make things better personally and professionally. The same applies to businesses.
In today’s data-driven world, business intelligence (BI) and analytics play a huge role in better understanding your customers, improving your operations, and making actionable business decisions. While there’s no doubt about the value of implementing a BI solution, many Dynamics ERP customers face the same data challenges with the quality and credibility of their data before a project even begins.
SAP has announced its intention to acquire Qualtrics , a global pioneer in the area of experience management (XM) software. Experience management is the process of monitoring every interaction people experience with a company in order to discover opportunities for improvement. For decades, SAP has been the leader in business applications that generate and leverage operational data (O-data) — hard numbers like costs, accounting, and sales — to inform their business decisions.
SAP has announced its intention to acquire Qualtrics , a global pioneer in the area of experience management (XM) software. Experience management is the process of monitoring every interaction people experience with a company in order to discover opportunities for improvement. For decades, SAP has been the leader in business applications that generate and leverage operational data (O-data) — hard numbers like costs, accounting, and sales — to inform their business decisions.
I would like to announce the release of the Official Data Visualisation Catalogue Mug ! That’s right, the chart icons from the homepage are now featured onto a mug. So now you view through a list of chart types, while drinking your favourite hot beverage. This sturdy mug is made from quality white and glossy ceramic. It’s perfect for any data or tech enthusiasts out there who like to drink their coffee or tea while working with data or for simply relaxing.
With THINK 2019 just around the corner, 12 through 15 February, there’s no better time to discover the variety of hybrid data management solutions and strategies, along with how each can help uncover actionable insights.
Data governance is more important to the enterprise than ever before. It ensures everyone in the organization can discover and analyze high-quality data to quickly deliver business value. It assists in successfully meeting increasingly strict compliance requirements, such as those in the General Data Protection Regulation (GDPR). And it provides a clear gauge on business performance.
BELLEVUE, Wash. & BURNABY, British Columbia – January 14, 2019 – TimeXtender , a recognized global software company enabling instant access to any type of data in the organization to support advanced analytics and artificial intelligence (AI), today announced a partnership with 3AG Systems , a company that specializes in helping businesses make better decisions through data analytics.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
Click image to download the free white paper, 10 Loyalty Questions for Your Next Customer Survey. Customer loyalty, a leading indicator of business growth, refers to the extent to which customers feel positively about and engage in positive behaviors (e.g., buy, recommend, buy different) toward a company or brand. Successful companies have customers who recommend them, stay with them and buy more from them compared to less successful companies.
Enterprise leaders understand the importance of integrating AI. However, there's a big difference between experimenting with AI & true enterprise-grade integration.
I recently published a Gartner research note of suggested technology related ‘resolutions’ for chief executives (paywall). It’s a list of pointers to things they can consider doing, to help improve their company’s digital business progress. 2019 looks like it might be a turning point year that offers an opportunity for the organisation to pause for breath and refocus its transformation efforts.
The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
I always enjoy addressing the question, “What do you think will be the biggest/most important/most impactful trends in FP&A of the coming year”? It gives me a chance to pause and review all the places I’ve been, all the CFOs I spoken with, and all the companies I’ve worked with over the past twelve months, to refine and distill what I believe are the top technological trends for financial planning & analysis in 2019.
Join the on-demand webinar, Accelerating AI Innovation with Data Virtualization to hear directly from IBM and Intel on how you can benefit from IBM Cloud Private for Data.
The impact of natural language processing (NLP) on the productivity and decision quality within an organization cannot be overstated. As simplified search analytics expands into all corners of the enterprise, the business can expect business users to embrace advanced analytics and, in so doing, to become more of an asset to the organization. The Gartner report entitled, ‘Augmented Analytics Is the Future of Data and Analytics, published on October 31, 2018, includes the following strategic assum
Data are the eyes with which we look at reality. They are the means – not the only one – with which every company can aspire to have full awareness of itself and of the context in which it operates. The post Epistemology of Data Virtualization appeared first on Data Virtualization and Modern Data Management.
GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.
Questions about this MS BI visual? Book an in-person call with our team now. This Power BI custom visual is designed for easily comparing time series data. It is built for reporting actual, forecast, planned, and previous year data and allows users to quickly identify when a series deviates from its baseline. Influenced by IBCS , this Power BI dashboard applied information density principles including the sparing use of colors.
S ecurity and legal issues are the biggest challenges for large and mid-size organizations implementing cloud BI since they face more regulatory and investor scrutiny than smaller companies. The biggest challenges for small companies are security and politics. Challenges when implementing cloud BI, by company size (n=163). Companies that have not yet implemented cloud BI cite security and legal issues as the top reasons for holding out, especially large companies and mid-size companies.
How Can I Leverage Assisted Predictive Modeling to Benefit My Business? Some people hear the term ‘assisted predictive modeling’ and their eyes cross. They immediately presume that we are talking about something complex and certainly NOT for them. Nothing could be further from the truth. This seemingly complex term actually describes a technique that is designed to be suitable for business users with average technical skills and, with these tools, the average user can enter the age of advanced a
Enterprises turn to end-user computing, and VDI in particular, to secure an array of benefits, including lower administrative overhead, increased employee productivity, and costs savings.
ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!
Insight and Skills Fund partner to lower the barrier to thriving careers In addition to providing completely tuition-free programs, need-based scholarships, and cloud computing resources, the Insight Fellowship Program is now offering cost-of-living loans to Fellows in all of our programs through a partnership with Skills Fund. These loans are offered through Skills Fund’s honest and upfront financing, and are financially backed by Insight to support our Fellows during their career transition.
By aligning the right providers with your desired business outcomes, cloud computing can be a fantastic driver of business growth and end-user satisfaction.
The arrival of cloud computing has provided organizations with reliable and secure computing capacity delivered with ease – just as everyday utilities are.
There’s an old proverb (and possibly a curse), to wit: “May you live in interesting times.” Regarding Federal IT, we certainly do live in interesting times.
Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
Healthcare Information and Management Systems Society (HIMSS), the leading health information and technology conference, bringing together 45,000+ healthcare professionals from 90+ countries for the education, innovation, and collaboration to transform the healthcare industry is taking place in Orlando, Florida.
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