Last week at H2O World San Francisco, H2O.ai announced a number of improvements to Driverless AI, H2O, Sparkling Water, and AutoML, as well as several new partnerships for Driverless AI. The improvements provide incremental improvements across the platform, while the partnerships reflect H2O.ai expanding their audience and capabilities. This piece is intended to provide guidance…
Amalgam Insights’ Learning Science Research Fellow Todd Maddox has recently published an Analyst Insight focused on exploring how psychology and brain science can inform learning practitioners and provide tools that optimize information retention and behavior change. The workplace is changing rapidly and the modern employee needs continuous learning of hard skills, people (aka soft) skills and situational awareness. Neuroscience reveals that each of these skill sets is mediated by a distinct learning system in the brain, each of which has its own unique operating characteristics. The modern employee expects learning in the flow of work, available 24/7 on any device, with engaging content and experience.
Maddox’ key finding was that Qstream’s mobile microlearning solution meets these challenges by delivering content in a way that engages the cognitive skills learning system in the brain during hard skills training, the behavioral skills learning in the brain during people skills training, and the emotional skills learning system in the brain during situational awareness training. The user experience engages employees through scenario-based challenges which stimulate critical thinking, gives real-time feedback, explains answers, supports personalized coaching, and delivers learning in minutes per day.
For a complementary copy of the complete report, vist the Qstream website at: https://info.qstream.com/leveraging-learning-science-how-qstreams-mobile-microlearning-solution-changes-behavior.
On a monthly basis, I will be rounding up key news associated with the Data Science Platforms space for Amalgam Insights. Companies covered will include: Alteryx, Amazon, Anaconda, Cambridge Semantics, Cloudera, Databricks, Dataiku, DataRobot, Datawatch, Domino, Elastic, Google, H2O.ai, IBM, Immuta, Informatica, KNIME, MathWorks, Microsoft, Oracle, Paxata, RapidMiner, SAP, SAS, Tableau, Talend, Teradata, TIBCO, Trifacta, TROVE.
In early January, Cloudera and Hortonworks completed their planned merger. With this, Cloudera becomes the default machine learning ecosystem for Hadoop-based data, while providing an easy pathway for expanding into machine learning and analytics capabilities for Hortonworks customers.
A study conducted by the Association of International Certified Professional Accountants (AICPA) and Oracle revealed that 89% of organizations have not deployed AI to their finance groups. Although a correlation exists between companies with revenue growth and companies that are using AI, the key takeaway is that artificial intelligence is still in the early adopter phase for most organizations.
In late January, Gartner released its Magic Quadrant for Data Science and Machine Learning Platforms. New to the Data Science and Machine Learning MQ this year are both DataRobot and Google – two machine learning offerings with completely different audiences and scope. DataRobot offers an automated machine learning service targeted towards “citizen data scientists,” while Google’s machine learning tools, though part of Google Cloud Platform, are more of a DIY data pipeline targeted towards developers. By contrast, I find it curious that Amazon’s SageMaker machine learning platform – and its own collection of task-specific machine learning tools, despite their similarity to Google’s – failed to make the quadrant, given this quadrant’s large umbrella.
While data science and machine learning are still emerging markets, the contrasting demands of these technologies made by citizen data scientists and by cutting-edge developers warrants splitting the next Data Science and Machine Learning Magic Quadrant into separate reports targeted to the considerations of each of these audiences. In particular, the continued growth of automated machine learning technologies will likely drive such a split, as citizen data scientists pursue a “good enough” solution that provides quick results.
Recommended for: Chief Learning Officers, Chief Human Resource Officers, Chief People Officer, Chief Talent Officer, Learning & Development Directors and Managers, Corporate Trainers, Content and Learning Product Managers, Hiring Directors, Hiring Managers, Human Resource Directors, Human Resource Managers.
On Tuesday, February 5, 2019 2:00pm EST, join the most cited and referenced learning scientist in corporate learning, Todd Maddox, Ph.D. as he presents on the psychology of corporate training with Dr. B. Price Kerfoot, Co-Founder of Qstream.
Together, they will show why corporate learning and development professionals need to learn how to leverage the brain science and technology that change behavior.
In this webcast, you will learn:
- the psychology of continuous learning for hard and soft skills development
- the proof behind best practices in microlearning
- the impact of spaced learning on knowledge retention and behavior change
- the application of microlearning in corporate enterprise.
And by attending this webcast, you will:
- Be armed with evaluation criteria for identifying best-of-breed microlearning solutions.
- Become expert in how to affect behavior change at scale in the corporate learning environment.
- Provoke thinking that applies proven spaced education research your own workplace L&D programs.
To attend this webinar, sign up on the ATD website and learn more about how to influence behavior, knowledge retention, and skills development based on the science of the brain. And Amalgam Insights thanks QStream for underwriting this opportunity for W. Todd Maddox Ph.D. to share his 25+ years of brain science knowledge with the corporate learning community.
On December 22, 2018, the longest government shutdown in American history began. Approximately 800,000 employees have been affected with roughly 380,000 workers being furloughed and another 420,000 working without pay. Many of the 420,000 employees being required to work without pay make important, and often split-second, life or death decisions. This includes the Coast…
In a recently published Market Milestone, Todd Maddox, Ph.D., Learning Scientist and Research Fellow for Amalgam Insights, evaluated Skillsoft’s Technology and Developer Learning Content from a learning science perspective—the marriage of psychology and brain science.
This involves evaluating the training content and delivery to determine whether it engages psychological processes and learning systems in the brain effectively.
Amalgam’s overall evaluation is that Skillsoft’s Technology and Developer Learning Content is highly effective. Skillsoft’s Technology and Developer Content portfolio meets the need for continuous adaptability and effective engagement of the task appropriate learning system in the brain with their “watch”, “read”, “listen” and “practice” content and delivery methodology. Delivering the Technology and Developer Content portfolio with Percipio’s ELSA ensures that the portfolio is efficiently organized, is easily accessible on any device, is searchable and is seamlessly integrated into the employee’s flow of work. Finally, Skillsoft’s newly developed “Aspire” offering helps the employee realize their aspirations and desires by building an “Aspirational Persona” and developing a digital learning journey to support career advancement.
For more information, read the full Market Milestone licensed for distribution by Skillsoft at http://learn.skillsoft.com/Website-AR-Amalgam-Leveraging-Learning-Science-Why-Skillsofts-Tech-Dev-Learn_LandingPage.html.
A new report from industry analysts Amalgam Insights warns that this year will represent what it calls a “change for companies that have managed digital transformation & technology investment in bull markets” of the previous several years. But it says several sectors within the technology expense management (TEM) environment remain posted for significant growth, with the telecommunications industry leading the way, with a projected 15-20 percent spending increase.
Amalgam Insights chief analyst Hyoun Park authored the new report, saying the enterprise mobile sector spend will be a key driver. He says spending in this area should increase by as much as 15 percent in 2019, driven by what he calls “the incessant demand for mobile data from apps, video, music, and other persistent and constantly updating workloads.”
He also predicts that Amazon Web Services, Microsoft and Google Cloud Platform will continue to rake in more revenue, with an estimated run rate of $30 billion this year; he projects that amount could easily hit $50 billion in 2020.
Other predictions from the new Amalgam Insights report:
- Software as a Service (SaaS) will be a $75 billion market by next year;
- The Internet of Things (IoT) market will continue to be in flux, due to its complexity, with companies challenged to monetize the two billion non-cellular Internet of Things devices to be created for industrial, commercial, and enterprise; and
- Most importantly, the technology expense market will double to more than two billion dollars over the coming year.
“Over half of enterprises do not have basic technology spend practices in place,” Park says. “The most frequent mistake these companies make is assuming that they’ve assigned a person to processing telecom invoices, so those people know how to manage and optimize telecom bills and contracts, which is usually not true.”
The full Amalgam Insights report is available for download at: https://amalgaminsights.com/product/analyst-insight-7-key-technology-expense-management-predictions-for-2019
On January 9th, 2019, Vena Solutions announced a $115 million round of equity financing led by JMI Equity and joined by prior investor Centana Growth Partners. Based on Amalgam Insights’ discussions with Vena’s executive team, this funding will be used to expand Vena’s product, customer support, sales, marketing, and operations teams as well as to expand the customer base in the mid-market, where Vena has been successfully winning business over the past several years.
Amalgam Insights’ Market Milestones highlight and contextualize key announcements in enterprise technology markets. This Market Milestone provides guidance on why this funding round is an important milestone for mid-market FP&A in context of the red-hot FP&A market as well as important trends in Enterprise Performance Management product development and venture capital investment. To access Amalgam Insights’ perspective at no cost until Friday, January 19th, click through to read our perspective on this important milestone.
On January 24, 2019 at 3 PM Eastern, Amalgam Insights’ DevOps and Open Source Research Fellow, Tom Petrocelli will be sharing his perspectives on the importance of containers in multi-cloud management on the DM Radio episode Contain Yourself? The Key to Hybrid Cloud
Don’t miss this opportunity to get Tom Petrocelli’s guidance and wisdom on the current state of containers and cloud management!
Vendors and Organizations Mentioned: IBM, Ose, WindRiver, Velodyne, UV Partners, TDK Corporation, Chirp Microsystems, Qualcomm, Intel, Zigbee Alliance, Thread Group, Impossible Foods The CES (Consumer Electronics Show) is traditionally known as the center of consumer technology. Run by the CTA (Consumer Technology Association) in Las Vegas, this show brings out enormous volumes of new technology…