The importance of data and analytics will continue to grow in 2020 and there are ten trends your organization should take note of to stay competitive. In the video below, I’ve outlined these ten trends and what you can do to stay on top of them. 10 Data and Analytics Trends in 2020 [Video] Data […]
The Importance of Reinforcement Learning
A few years ago, BBC Earth highlighted a memory test performed by a Chimpanzee named Ayumu. The Chimp displayed traits of machine learning (ML) when it was shown the numbers 1 to 9 in a randomized order on a screen and able to correctly remember the sequence when the numbers disappeared almost 90% of the […]
Cambridge Analytica: Recommendations on Data Ethics
Before going deep into Data Ethics, I would highly recommend watching the documentary The Great Hack on Netflix which summarizes Cambridge Analytica’s involvement in the largest Data Ethics issue and how it played a role in Brexit, the Trump Campaign, the Cruz Campaign, and others. It is also interesting to know that the people who […]
Science is Interesting: The Human Brain Project
Have you heard about the Human Brain Project? It is one of the largest funded projects to build a super computer that will replicate the molecular architecture of the human brain. This was done to understand how brain comprehends diseases, genomic sequencing, and eventually to correct the defects behind human brains. It included nuero-scientists, data […]
Artificial General Intelligence and A Human-Robot Partnership
The famous example that would be given about artificial general intelligence (AGI) is when a autonomous car has the rational ability to make a strong decision of what direction to take. Take an example of a car driving in a lane autonomously. It has to make 1 of 2 options in an accident prone path. […]
The Science of Artificial General Intelligence
I was just listening to an Audio Book titled “The Fourth Age: Smart Robots, Conscious Computers, and the Future of Humanity” and going through an interesting period of listening and comparing the Dualism Theory and Artificial General Intelligence. This is an interesting thought and wanted to share it with you expecting comments and thoughts. Let […]
5 Digital Transformation Interests for IT Service Providers
Gartner predicts a whopping 70% growth in artificial intelligence (AI), while niche vendors such as KenSci and viz.ai are shaking industries with their industry specific intelligence. In addition, software vendors such as Informatica and Microsoft are heavily investing in putting pervasive AI in their own technologies to efficiently use their software for better augmented intelligence […]
Moving from Narrow AI to Artificial General Intelligence
Microsoft’s investment of $1 billion in OpenAI to build Artificial General Intelligence (AGI) shows a market trend moving towards the next phase of AI. While this has economic benefits of scale, AGI is only possible if software and hardware work together in perfect harmony. In the last decade, the general AI community has been very […]
Data Architecture and Design Thinking
Simplicity is the ultimate sophistication. – Leonardo da Vinci Simplicity is a very important strategy as people are thinking of designing their modern data platforms. Design is often a complex task, so I recommend applying strong design thinking to simple goals as you lead your data architecture teams. I have stood before many architecture review […]
How to Build a Winning Data Platform
Recently, at Informatica World 2019, I heard the importance of data platform in building AI capabilities for the organization. What is interesting is that Informatica, known for their products delivering the “Switzerland of Data”, is now using AI capabilities to enhance their own suite of products with CLAIRE capabilities. In further exploring a few other […]
AI and New Collar Jobs
Gartner stated that AI will create 2.3 Million jobs in 2020, while eliminating 1.8 Million. In my previous blog, “AI Adoption and How to Thrive in 4th Industrial Revolution“, I had written about the importance of humans to co-exist with AI or jeopardize their jobs. Gartner had confirmed this by calling AI a “positive job […]
The EU Has Released Guidelines for AI Ethics
It’s here. The European Union (EU) has officially declared AI as an important constituent of their economic growth and have put forth rules and guidelines to “trust” the AI system. Does this mean that the EU is trying to instill “human values” into AI? I don’t think so. The requirements that are defined for AI […]