Over the past decade we have noticed an exponential increase in the design, development and application of Augmented or Artificial Intelligence (AI) initiatives across many industries. Major thought leaders have […]

Ai4 recently hosted an “Ask Me Anything” session with one of our speakers, Ameen Kazerouni, on our Ai4 Slack Channel. Read the full transcription below… MODERATOR: Hello everyone! It’s a […]

Interested in learning the latest in AI this year? We’ve compiled a list of the top artificial intelligence conferences in 2020. Artificial intelligence is transforming every industry and simplifying every-day […]

Overview In this presentation, Serge Vilvovsky, a Cyber Security and Big Data Engineer for MIT Startup Exchange, discusses some of the obstacles and solutions to protecting private and sensitive data […]

Introduction In this presentation Eliezer Kanal, a Technical Manager at CERT, talks about the possibilities involved with writing secure software that is not vulnerable to cyber-attacks. Developers have created many […]

Introduction Originally, there was a poor understanding of why cyber breaches were happening. In the early 2000s, Verizon began developing standardized methodology for describing breach incidents. This helped to prioritize […]

Introduction MITRE‘s Common Vulnerabilities and Exposures (CVE) list — nearly 150,000 incidents (and growing) — is a testament to the fact that building software that is resistant and resilient to […]

Introduction The field of cybersecurity has slowly progressed from an art to a science. It has been a long and complicated journey that is still punctuated by misunderstandings and lack […]

Overview Anne Lifton is a Manager of Data Science at Nordstrom and in this presentation gives her own life hacks that she has come up with through her experience working […]

Overview In this presentation a team of Data Scientists, Bhagyesh Phanse (VP), Jolen Mork (Senior DS), and Iain Stitt (DS), from Macy’s discuss the challenges and solutions reached in product […]

Overview In this presentation Ameen Kazerouni, the Lead Data Scientist at Zappos, walks through the entire process of developing a proper machine learning process that can be scaled and deployed […]

To be discussed: Chatbot benefits for a decade-old chat application, and how these sessions provide agents with improved customer interactions. The right mix for human hand-off and user expectations  The […]

Introduction Linda leads the work on sustainable and ethical AI at H&M, including delving into such questions as “what does ‘responsible AI’ mean for a retail company?” and “what is […]

Introduction Points to Address: Looking at data not so much from a tech standpoint but from a process standpoint How can we use data from the back door to the […]

Overview In this presentation, Seth speaks to the details of   different types of time series and how to apply them to different problems experienced in the workplace. He covers […]

Overview This presentation discussed the importance of performing stress tests on financial models that are used to predict the term structure of corporate default probabilities. This is accomplished by using […]

Overview In this presentation, Victor Martinez talks about the complexities of properly applying machine learning algorithms to today’s financial markets. Primarily focusing on time series implementation and analysis, he differentiates […]

Overview In this presentation, Jun Kim talks about leading a team of data scientists at American Express to create time series models to predict future financial trends. He focuses more […]

Introduction Every company’s AI journey is different. We’re all trying to figure out how we use AI for our business or our productivity and development. We’re all on different paths […]

Chis Kovel Bio Chris works in Morgan Stanley’s IT department, helping to develop and enhance such digital technologies as data, analytics, artificial intelligence, machine learning, call center, intelligent agents and […]

Introduction Investing is a completely different ballgame from many of the other applications where AI/ML has been spectacularly successful. It presents some unique challenges both to the data scientist and […]

Overview At the Dalio Institute of Cardiovascular Imaging, Sun-Joo Jang and his team have undertaken the task of using a mix of augmented and virtual reality to aid in cardiology […]

Overview Prem Timsina and Arash Kia are part of a collaborative data science team at Mount Sinai whose goal is to bring the power of machine learning to clinicians in […]

Overview Hakima Ibaroudene discusses how she and her team at SwRI utilize the benefits of using AI in the medical field. Applying proper diagnoses is a tedious and complicated task […]

Siemens Healthineers background  Siemens Healthineers builds healthcare products and is one of the 5 largest med-tech companies in the world. It split off from its parent company, Siemens, about two […]

Intro to AstraZeneca R&D Here we see an end-to-end case study of how AI and ML come together in a single company. AstraZeneca is a global, researched-based pharmaceutical organization located […]

Ken applies artificial intelligence (AI) and machine learning (ML) solutions to medication management.  Every year, almost half a trillion dollars are spent on medications in the United States. This includes […]

How do you operationalize machine learning at scale? How do you build your team and walk them through the process? Here, Dr. Lindahl shares his strategies for the most productive […]

The current healthcare situation:  High-cost/low-quality healthcare is now a national crisis. The government is trying to make it right but is often making it worse.  The problem is partly socioeconomic; […]