D4 Data Podcast

In this podcast, Nermeen talks about how important it is to have transparency and diversity in AI, and how this can help to prevent bias. The video discusses how technology impacts daily life and how people need to be involved in its development. The video discusses how people need to be aware of the implications of how their technology choices impact their lives. It encourages people to be involv...

In this podcast, Tracy shares her journey of personal branding and networking, and how both are essential to success. She advises listeners to begin by identifying what is authentic for them and to experiment with different topics through conversation. Networking is a critical part of developing a personal brand and should be prioritized over other activities. The podcast emphasises that It is not...

This Podcast video discusses the importance of adhering to ethical principles when using artificial intelligence in business. The speaker talks about the need for transparency and trust when using AI, as well as the need for cross-disciplinary collaboration in order to ensure that AI is used responsibly. The EU AI act is mentioned as a promising development in this regard. Dorothea Baur is Europe'...

This podcast overviews some of the challenges associated with implementing AI solutions in a production environment. It offers advice on how to overcome these challenges and discusses the importance of ethical considerations when working with AI technologies. This video discusses the importance of data versioning, and MLOps, and how to properly use them. It advises data scientists to always follow...

This podcast discusses how recommendation systems are becoming increasingly important and can be used to increase revenue or click-through rates. It also covers the advancements in algorithms and how large-scale recommendations are implemented in real-time. The speaker discusses the importance of personalized recommendations for companies, the growth of this field, and how companies can reinvest i...

The podcast discusses the capability of AI in music composition, and Computational Creativity. The speaker describes how the recent models he's worked on are used to represent music, and explains how the AI learns and generates short pieces of music that are rhythmically and harmonically sound. Dr. Tristan Behrens is an expert in AI, an AI composer, and an AI educator. He has an extensive track re...

This podcast video discusses the importance of having a sound understanding of AI before implementing it in order to avoid common mistakes. The speaker also points out the need for an "agile" mindset when working with AI, and suggests that data scientists incorporate a business perspective to be more effective. The video concludes with a discussion of the current state of AI maturity in organizati...

The podcast video discusses how to measure the culture of an organization using different AI frameworks. It features KindQ, a behavioural science-based measurement tool from the Summery team which provides unbiased analysis of data to help executives make decisions, and how they have seen success in increasing donations and recruitment through their product. Erin is a Forbes #Next1000 entrepreneur...

Lexi AI is a platform that helps lawyers and legal experts to speed up the knowledge-gaining process, reducing the opportunity cost of time spent observing regulations. The legal industry is seeing increased digital adoption, but there are still some challenges in convincing lawyers to use digital tools. Lexi AI's platform is different from other offerings in that it is designed to make the law mo...

This podcast discusses the role of artificial intelligence in sustainable finance, with a focus on the ethical implications of the technology. The speaker discusses how AI is being used to assess sustainability factors in companies, and how data bias can be a challenge in this process. They suggest that policymakers should be thinking about these issues and developing a framework to deal with them...

The podcast video discusses how AI can have a positive or negative impact on climate change goals and suggests that businesses and researchers take into account the potential impacts before starting any AI projects. It also discusses how AI can be used to help reduce emissions, and the various challenges and bottlenecks involved in doing so. Tijana Nikolic is an AI Specialist in Sogeti Netherlands...

The podcast discusses the ethical implications of artificial intelligence, and how responsible and ethical AI can be implemented. It discusses the importance of data collection and pre-existing bias, and the potential for liability when AI makes mistakes. The podcast also discusses the importance of diversity in the field of AI. Alexandra Ebert is a Responsible AI, synthetic data & privacy exp...

This video discusses the applications of NLP, with a focus on how they can be used to build apps and software. The speaker discusses the challenges associated with deploying and running machine learning applications, specifically mentioning issues with cost and complexity. They mention that there are a number of tools available to help with these difficulties, but note that there are still some ch...

The podcast video discusses the design philosophy behind the Spacy library, its inspiration from other high-quality machine learning libraries, and the turning point in its development. The speaker also discusses how the library offers a variety of services to help developers create custom pipelines for specific domains, and how it is being improved with the help of real-world industry problems. I...

This video discusses the use of artificial intelligence in scholarly research, including various applications and benefits. It also discusses ethical concerns and how they are being addressed. This podcast discusses different AI use cases in scholarly research, including applications for checking grammar, detecting plagiarism, and annotating articles. The speaker talks about popular AI tech stacks...

Jina.ai is a company that provides neural search services using machine learning models. The company is also expanding its services to include vector databases and other tools to help users get the extra mile of quality in their search results without needing to microservices or communicate with other users. In this podcast, the speaker discusses the company's focus on providing solutions for the...

Federated learning is used for distributed training of machine learning algorithms on multiple devices without exchanging training data. The video discusses the History of Federated Learning, different Architectures, the challenges associated with using the platform, as well as the potential future prospects for the technology. The speaker also explained the framework "Flower" which is an open-sou...

The podcast discusses the importance of ESG (environmental, social, and governance) and how it needs to be integrated into business strategies. They also discuss the use of technology in ESG due diligence, its challenges, Sustainable investment, Greenwashing and how it is necessary to have a standardized approach to data collection and analysis. Ana Luci is a 22-year experienced sustainability adv...

This is a conversation with Ms Punitee Garyali on the advancements in Artificial Intelligence in the Healthcare sector. Punitee is a Physician-Scientist and is passionate about using technology, especially artificial intelligence, to solve complex biological problems.  Punitee has degrees in Medicine & Engineering along with a doctorate in Biochemistry and wants to contribute to research...

The podcast discusses the features and capabilities of the Notebook as a Service (NaaS) platform. The platform provides users with access to monitor and manage their notebooks in a centralized location, making it easier to schedule and track tasks. They also discuss the design concept behind the drivers and templates, and how they are designed to be more simple and closer to users. Jeremy Ravenel...

The Passion Perspective is all about helping individuals identify and then develop programs to pursue their passions. Kira, the founder of the Passion Center, has designed courses that help individuals clear out blocks and old patterns of thought, and understand their passions. The podcast discusses the importance of identifying and driving passion in one's life, and how to apply it to one's work....

This podcast discusses the challenges of deploying machine learning models in production. These include model degradation over time, infrastructure challenges, and data security. The podcast also discusses the need for proper automation of ML processes and how it is implemented by leveraging AWS Cloud Services in projects at Thomson Reuters Labs Lakshminarayan is a Lead Engineer - Machine Learning...

This podcast discusses the importance of explainable AI and how it can improve AI systems' reliability. The conversation also touches on the different needs of users and data scientists when explaining AI systems. Milda Norkute is a Senior Designer at Thomson Reuters Labs in Zug, Switzerland. She works with data scientists and engineers on enhancing products and services across the Thomson Reuters...

Named entity recognition is a process of identifying and classifying entities in a document, and it is especially challenging in the legal domain due to its rich vocabulary and different use cases. The architecture that has been developed using Pointer Generator Network is able to overcome these challenges which have led to improved performance. Sagar L. is a Senior Data Scientist at Thomson Reute...

This podcast discusses a research project about Fake Points of Interest from Location Data using ML models. The speaker shares his experience working with designing this model. The podcast also discusses how the project can be improved, specifically by trying out new models and data sets. Syed Raza Bashir is a PhD Candidate in computer science from Toronto, Canada. He has over 20 years of experien...