AI Today Podcast
Episodes
Explainable AI Concepts [AI Today Podcast]
15 Mar 2024
Contributed by Lukas
The Explainable AI Layer of the Cognilytica Trustworthy AI Framework addresses the technical methods that go into understanding system behavior and ma...
Who is on the AI Team? [AI Today podcast]
13 Mar 2024
Contributed by Lukas
Who is on the AI Team?Continue reading Who is on the AI Team? [AI Today podcast] at Cognilytica.
Governed AI Concepts [AI Today Podcast]
08 Mar 2024
Contributed by Lukas
Anyone looking to use and/or develop AI systems need ways that maintain trust, provide visibility and transparency, and utilize processes and methods ...
Determining AI Project Costs [AI Today Podcast]
06 Mar 2024
Contributed by Lukas
What are you really spending on in an AI Project? This is a question we often get asked. So, we wanted to spend some time on this podcast to discuss h...
Transparent AI Concepts [AI Today Podcast]
04 Mar 2024
Contributed by Lukas
AI system transparency is about how we manage and run our AI systems. Transparency needs to address how you plan to provide visibility or transparency...
Properly Scoping AI Projects [AI Today Podcast]
28 Feb 2024
Contributed by Lukas
The best practice for any high risk, emerging technology project with ill-defined goals is: Think Big. Start Small. Iterate Often. But, what does that...
Has AI Crossed the Chasm? [AI Today Podcast]
23 Feb 2024
Contributed by Lukas
In the context of technology adoption, “crossing the chasm” refers to the pivotal moment when an emerging technology moves beyond the early adopte...
Pseudo AI: Still a Thing, Still a Problem [AI Today Podcast]
21 Feb 2024
Contributed by Lukas
What is pseudo AI?While AI is all about machines that have the intelligence like people, Pseudo AI or “AI washing” is when a company or product cl...
AI Education Series: Data Debt [AI Today Podcast]
16 Feb 2024
Contributed by Lukas
What is Data Debt?Organizations are awash with data. And data has been growing at organizations for decades. Data is accumulating across many differen...
Trustworthy AI Series: Responsible AI Concepts [AI Today Podcast]
14 Feb 2024
Contributed by Lukas
What is a responsible AI?AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or use...
The Increasingly Anti-Competitive World of AI and Open Source AI [AI Today Podcast]
09 Feb 2024
Contributed by Lukas
What can possibly go wrong when you embed someone else’s AI models in your systems? This episode of the AI Today podcast aims to answer this questio...
Trustworthy AI Series: Ethical AI Concepts [AI Today Podcast]
07 Feb 2024
Contributed by Lukas
What are the 5 ethics in artificial intelligence?AI systems have the potential to provide great value, but also the potential to cause great harm. Kno...
Do you need a Chief AI Officer? [AI Today Podcast]
02 Feb 2024
Contributed by Lukas
What is a Chief AI Officer (CAIO)?There has been a lot of talk lately, including a new executive order in the US, about the need for a Chief AI Office...
Growing Key AI and Data Skills with CPMAI: Interview with Selvie Thevathasan [AI Today Podcast]
31 Jan 2024
Contributed by Lukas
In an era where Artificial Intelligence is revolutionizing various industries, professionals equipped with the right skills and certifications are in ...
The Layers of Trustworthy AI Revisited [AI Today Podcast]
26 Jan 2024
Contributed by Lukas
How can AI be trustworthy?AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or us...
AI Glossary Series: Retrieval Augmented Generation (RAG) [AI Today Podcast]
24 Jan 2024
Contributed by Lukas
It’s hard to have a conversation about AI these days without the topics of Generative AI and Large Language Models (LLMs) coming up. And, Large Lang...
Overview of the Comprehensive Trustworthy AI Framework [AI Today Podcast]
19 Jan 2024
Contributed by Lukas
In today’s fast paced landscape, AI has emerged as a transformative technology. It’s being used as an augmented intelligence tool to help people d...
Revisiting the Seven Patterns of AI in 2024 [AI Today Podcast]
17 Jan 2024
Contributed by Lukas
How many categories of AI are there?Artificial Intelligence and machine learning is maturing considerably. You can now find AI projects in every indus...
Applying CPMAI Methodology to AI Projects: Interview with Christina Kucek, CAI [AI Today Podcast]
12 Jan 2024
Contributed by Lukas
Companies of all sizes in just about every single industry across the globe are looking to see how Artificial Intelligence (AI), machine learning (ML)...
Trustworthy AI Best Practices: Lessons Learned from the Rite Aid Facial Recognition Ban [AI Today Podcast]
10 Jan 2024
Contributed by Lukas
Facial recognition falls under the recognition pattern of AI. On it’s own the technology is neutral. However, it’s the application and use (or mis...
AI Today Podcast: Hyperpersonalization at Diageo: Interview with Nick Owen, Diageo
05 Jan 2024
Contributed by Lukas
Hyperpersonalization is focused on machine learning approaches that can develop a profile of an individual that can evolve over time rather than cat...
AI Today Podcast: The Critical AI and Data Skills Needed for AI Project Managers
03 Jan 2024
Contributed by Lukas
AI projects are really data-centric projects. After all, data is the heart of AI. So it should come as no surprise that project managers who are manag...
AI Today Podcast: Looking ahead at AI (and AI Today) in 2024
27 Dec 2023
Contributed by Lukas
In this episode of the AI Today podcast we want to look at some of the biggest trends in AI, including where AI is headed in 2024 and what this means ...
AI Today Podcast: Looking back at AI in 2023
22 Dec 2023
Contributed by Lukas
In this episode of the AI Today podcast we want to take a look back at some of the highlights in AI, including headline-making AI news. 2023 was the y...
AI Today Podcast: The EU AI Act – What does it mean for you?
20 Dec 2023
Contributed by Lukas
The EU AI Act is a groundbreaking law that is the first ever law that will regulate AI. It’s the world’s first comprehensive AI law. It’s the fi...
AI Today Podcast: How AI is Transforming CPG: Interview with Nandini Nandakumar, Diageo
15 Dec 2023
Contributed by Lukas
AI continues to have an impact on just about every single industry. Companies are on their AI journey to see how it can help with hypersonalization, i...
AI Today Podcast: Different Time to ROI for Different Types of AI Projects
13 Dec 2023
Contributed by Lukas
Depending on the type of AI project that you do, it can have different lengths to see ROI. In this episode of the AI Today podcast hosts Kathleen Walc...
AI Today Podcast: When to do Automation Versus AI
11 Dec 2023
Contributed by Lukas
We often get asked what projects are appropriate for AI versus other forms of technology. So, we thought it was a great topic for a podcast. In this e...
AI Today Podcast: AI in Pharma – Interview with Xiong (Sean) Liu, Novartis
08 Dec 2023
Contributed by Lukas
AI is impacting very about every single industry and pharma is no exception. AI has tremendous potential in streamlining processes, optimizing drug di...
AI Today Podcast: AI Glossary Series – Proof-of-Concept, Pilot, Production
06 Dec 2023
Contributed by Lukas
You may have heard the terms proof-of-concept, pilot, and production thrown around relating to various projects at your organization. But, do you know...
AI Today Podcast: AI Glossary Series – Anonymization, General Data Protection Regulation (GDPR), Uncanny Valley
29 Nov 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Anonymization, General Data Protection Regulation (GDP...
AI Today Podcast: AI Glossary Series – Hadoop, MapReduce
27 Nov 2023
Contributed by Lukas
Hadoop and MapReduce changed the world of big data. And data is the heart of AI, so it should come as no surprise that talk about big data in the cont...
AI Today Podcast: AI Glossary Series – Algorithmic Discrimination, Governance, Pseudo AI
22 Nov 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Algorithmic Discrimination, Governance, Pseudo AI. Why...
AI Today Podcast: AI Glossary Series – Malicious AI, Adversarial Attack, DeepFake
20 Nov 2023
Contributed by Lukas
With the use of malicious AI on the rise, it’s hard to believe anything you read, hear, or see these days. In this episode of the AI Today podcast h...
AI Today Podcast: CPMAI in the Real World, Interview with Dr. Philipp Schlenkhoff, CPMAI
15 Nov 2023
Contributed by Lukas
Companies of all sizes in just about every single industry across the globe are looking to see how Artificial Intelligence (AI), machine learning (ML)...
AI Today Podcast: Generative AI Series: Implementing Generative AI in production
13 Nov 2023
Contributed by Lukas
Generative AI continues to be a hot topic discussion. People are using generative AI to help with many things, but just like with any technology it’...
AI Today Podcast: AI Glossary Series- methodology, waterfall, Agile, CRISP-DM, Cognitive Project Management for AI (CPMAI)
10 Nov 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Methodology, Waterfall, Agile, CRISP-DM, Cognitive Pro...
AI Today Podcast: Discussing the AI-Native Future: Interview with Gi Jung Kim, CEO & Co-Founder, CoxWave
08 Nov 2023
Contributed by Lukas
Conversation is a natural form of communication for humans. Therefore, it should come as no surprise that the future will be AI-Native. But what does ...
AI Today Podcast: Generative AI Series: How to Avoid Getting Screwed with Generative AI
27 Oct 2023
Contributed by Lukas
It’s hard to have a conversation about AI these days without the topic of Generative AI coming up. People are using gen AI to help with many things ...
AI Today Podcast: AI in Architecture, Engineering, and Construction (AEC): Interview with Sergio Villanueva-Meyer, CPMAI
25 Oct 2023
Contributed by Lukas
Companies of all sizes in just about every single industry from healthcare to finance to construction are looking to see how Artificial Intelligence (...
AI Today Podcast: Trustworthy AI Series: Explainable & Interpretable AI
20 Oct 2023
Contributed by Lukas
AI systems have the potential to provide great value. But also the potential to cause great harm. Knowing how to build or use AI systems is simply not...
AI Today Podcast: AI Glossary Series – Black Box, Explainable AI (XAI), Interpretable AI
18 Oct 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Black Box, Explainable AI (XAI), Interpretable AI, exp...
AI Today Podcast: Lessons Learned from AI Project Management: Interview with Jonelle Martinez
14 Oct 2023
Contributed by Lukas
Companies of all sizes in just about every single industry are looking to see how Artificial Intelligence (AI), machine learning (ML), and cognitive t...
AI Today Podcast: Generative AI Series: The Drawbacks and Challenges of Generative AI
11 Oct 2023
Contributed by Lukas
It’s hard to have a conversation about AI these days without the topic of Generative AI coming up. People are using gen AI to help with many things ...
AI Today Podcast: AI Glossary Series- Data Engineer, Data Engineering, Data Pipeline, Data Wrangling, Data feed, Data Governance, Data integration
06 Oct 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define terms related to data. Because, data is the heart of AI. So it’...
AI Today Podcast: Trustworthy AI Series: Governed AI
04 Oct 2023
Contributed by Lukas
AI systems have the potential to provide great value. But, also the potential to cause great harm. Knowing how to build or use AI systems is simply no...
AI Today Podcast: AI Glossary Series – Data Science, Data Scientist, Citizen Data Scientist / Citizen Developer, Data Custodian
29 Sep 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer delve into the diverse roles and concepts within the data universe: Dat...
AI Today Podcast: Generative AI Series: Foundation Models, Fine-Tuning, and Domain-Specific LLMs
27 Sep 2023
Contributed by Lukas
It’s hard to have a conversation about AI these days without the topic of Generative AI coming up. People are using generative AI and LLMs to help w...
AI Today Podcast: AI Glossary Series – Analytics, Data Visualization, Descriptive Analytics, Diagnostic Analytics, Predictive Analytics, Proscriptive / Projective Analytics
22 Sep 2023
Contributed by Lukas
Analytics are statistical and other methods to gain informational insight from data. Since data is the heart of AI, it makes sense analytics should be...
AI Today Podcast: Trustworthy AI Series: AI System Transparency
20 Sep 2023
Contributed by Lukas
AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or use AI systems is simply not...
AI Today Podcast: Lessons Learned from AI Project Management: Interview with Jeff Eason, Salt Lake County Health Department
15 Sep 2023
Contributed by Lukas
Companies of all sizes in just about every single industry are looking to see how Artificial Intelligence (AI), machine learning (ML), and cognitive t...
AI Today Podcast: Generative AI Series: Diffusion Models and Image Generation
13 Sep 2023
Contributed by Lukas
It’s hard to have a conversation about AI these days without the topic of Generative AI coming up. People are using generative AI to help with many ...
AI Today Podcast: AI Glossary Series – Data Warehouse, Data Lake, Extract Transform Load (ETL)
08 Sep 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data, Dataset, Big Data, DIKUW Pyramid, explain how th...
AI Today Podcast: Trustworthy AI Series: Responsible AI
06 Sep 2023
Contributed by Lukas
AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or use AI systems is simply not...
AI Today Podcast: AI Glossary Series – Structured Data, Unstructured Data, Semi-structured Data
04 Sep 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data, Dataset, Big Data, DIKUW Pyramid, explain how th...
AI Today Podcast: Generative AI Series: Generative AI & Large Language Models (LLMs) – How Do They Work?
30 Aug 2023
Contributed by Lukas
It’s hard to have a conversation about AI these days without the topics of Generative AI and Large Language Models (LLMs) coming up. But what do the...
AI Today Podcast: AI Glossary Series – V’s of Big Data, Data Volume, Exabyte / Petabyte / Yottabyte / Zettabyte, Data Variety, Data Velocity, Data Veracity
25 Aug 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms V’s of Big Data, Data Volume, Exabyte / Petabyte / Y...
AI Today Podcast: Trustworthy AI Series: Ethical AI
23 Aug 2023
Contributed by Lukas
AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or use AI systems is simply not...
AI Today Podcast: AI Glossary Series – Data, Dataset, Big Data, DIKUW Pyramid
18 Aug 2023
Contributed by Lukas
Data is the heart of AI. So, of course we need to have a podcast about data! In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schm...
AI Today Podcast: Applying CPMAI in the Real World – Interview with Chuck LaBarre, ENI
16 Aug 2023
Contributed by Lukas
It’s one thing for us to talk about the Cognitive Project Management for AI (CPMAI) Methodology and the benefits it can bring to managers running AI...
AI Today Podcast: AI Glossary Series – Data Augmentation, Data Labeling, Bounding box, Sensor fusion
11 Aug 2023
Contributed by Lukas
Data is critical to making AI and machine learning work. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the ter...
AI Today Podcast: Trustworthy AI Series: The Layers of Trustworthy AI
09 Aug 2023
Contributed by Lukas
AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or use AI systems is simply not...
AI Today Podcast: AI Glossary Series – Data Preparation, Data Cleaning, Data Splitting, Data Multiplication, Data Transformation
04 Aug 2023
Contributed by Lukas
Data is the heart of AI. So, therefore doing things associated with your data is going to be critical for AI projects. This includes Data Preparation,...
AI Today Podcast: Trustworthy AI Series: Why are trustworthy, ethical and responsible AI systems necessary?
02 Aug 2023
Contributed by Lukas
For anyone who has used or interacted with an AI system you know that trust is required for AI systems if you want them to deliver any meaningful bene...
AI Today Podcast: AI Glossary Series – Robotic Process Automation (RPA), Attended bots, Unattended bots, Low Code, No Code
28 Jul 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Robotic Process Automation (RPA), Attended bots, Unatt...
AI Today Podcast: AI Glossary Series – Automation, Robot, Robotics, Collaborative Robot (Cobot)
26 Jul 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Automation, Robot, Robotics, Collaborative Robot (Cobo...
AI Today Podcast: How AI is Transforming Insurance, Interview with Connor Atchison, Wisedocs
24 Jul 2023
Contributed by Lukas
AI is proving transformational in every industry, including long established industries, and insurance is no exception. AI is able to optimize underwr...
AI Today Podcast: AI Glossary Series – Data Science Notebooks, Jupyter, Colab
21 Jul 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data Science Notebooks, Jupyter, Colab, explain how th...
AI Today Podcast: AI Glossary Series – Automated Machine Learning (AutoML)
19 Jul 2023
Contributed by Lukas
Many organizations want to do AI, but the technical skills needed can present a challenge. Not all organizations have data scientists on hand. Yet, ma...
AI Today Podcast: AI Glossary Series – Machine Learning Tools: Keras, PyTorch, Scikit Learn, TensorFlow, Apache Spark, Kaggle
14 Jul 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Machine Learning Tools: Keras, PyTorch, Scikit Learn, ...
AI Today Podcast: AI Glossary Series – Machine Learning Development Languages: Python, R, Julia, Scala
12 Jul 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Machine Learning Development Languages: Python, R, Jul...
AI Today Podcast: AI Glossary Series – DevOps, Machine Learning Operations (ML Ops)
07 Jul 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms DevOps, Machine Learning Operations (ML Ops), explain ...
AI Today Podcast: AI Glossary Series – Data Drift, Model Drift, Model Retraining
05 Jul 2023
Contributed by Lukas
Data is the heart of AI. Which is why having good, clean data is so critical. But what happens when your data changes of over? What does that do to yo...
AI Today Podcast: AI Glossary Series – Cloud ML, On-Premise, Edge Device, Machine Learning -as-a-Service (MLaaS)
30 Jun 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Cloud ML, On-Premise, Edge Device, Machine Learning -a...
AI Today Podcast: AI Glossary Series – Batch Prediction, Microservice, Real-time Prediction, Stream Learning, Cold-Path Analytics, Hot-Path Analytics
28 Jun 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Batch Prediction, Microservice, Real-time Prediction, ...
AI Today Podcast: AI Glossary Series – Operationalization
23 Jun 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the term Operationalization, explain how this term relates to AI...
AI Today Podcast: AI Glossary – Digital Transformation, Return on Investment (ROI), Key Performance Indicator (KPI)
21 Jun 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Digital Transformation, Return on Investment (ROI), an...
AI Today Podcast: Revolutionizing AI-Driven E-commerce Strategy, Interview with Sean Mullaney, Algolia
19 Jun 2023
Contributed by Lukas
In this episode of the AI Today Podcast hosts Kathleen Walch and Ron Schmelzer get to talk to Sean Mullaney who is the Chief Technology Officer (CTO) ...
AI Today Podcast: AI Glossary Series – Confusion Matrix, Accuracy, Precision, F1, Recall, Sensitivity, Specificity, Receiver-Operating Characteristic (ROC) Curve
16 Jun 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Confusion Matrix, Accuracy, Precision, F1, Recall, Sen...
AI Today Podcast: AI Glossary Series – Model Validation, Validation Data, Test Data, and Cross-Validation
14 Jun 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Model Validation, Validation Data, Test Data, Cross-Va...
AI Today Podcast: AI Glossary Series – Model Tuning and Hyperparameter
09 Jun 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Model Tuning and Hyperparameter, explain how these ter...
AI Today Podcast: AI Glossary Series – OpenAI, GPT, DALL-E, Stable Diffusion
07 Jun 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer discuss and define at a high level the terms OpenAI, GPT, DALL-E, and S...
AI Today Podcast: Digitizing the Mind: Interview with Dmitry Shapiro, YouAi
05 Jun 2023
Contributed by Lukas
Large Language Models (LLMs) are all the rage these days. It’s hard to have a conversation about AI without ChatGPT, Google Bard, or LLMs being brou...
AI Today Podcast – AI Glossary Series: Transformer Networks
02 Jun 2023
Contributed by Lukas
Transformer models have proven to be especially powerful for Natural Language Processing applications and image generation, and have been popularized ...
AI Today Podcast: AI Glossary Series – Boltzmann Machine
31 May 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the term Boltzmann Machine, explain how these terms relate to AI...
AI Today Podcast: AI Glossary Series – Encoder-Decoder, AutoEncoder, and Generative Adversarial Network (GAN)
26 May 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Decoder, AutoEncoder, Generative Adversarial Network (...
AI Today Podcast: AI Glossary Series – Convolutional Neural Network (CNN)
24 May 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the term Convolutional Neural Network (CNN), explain how these t...
AI Today Podcast: AI Glossary Series – Recurrent Neural Networks (RNN) and Long-Short Term Memory (LSTM)
19 May 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Recurrent Neural Networks (RNN) and Long-Short Term Me...
AI Today Podcast: AI Glossary Series – Feed-Forward Neural Network
17 May 2023
Contributed by Lukas
Usually used as a simple example for how deep learning neural networks work, a feed-forward neural network is the most basic, “vanilla” general ki...
AI Today Podcast: AI Glossary Series – “Ground Truth” Data and Synthetic Data
12 May 2023
Contributed by Lukas
In order for machine learning systems to work, they need to be trained on data. But there are different types of data and depending on the situation y...
AI Today Podcast: AI Glossary Series – Pre-Trained Model and Transfer Learning
10 May 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Pre-Trained Model and Transfer Learning, explain how t...
AI Today Podcast: Why Data Storage Matters When it Comes to AI: Interview with Justin Emerson, Pure Storage
08 May 2023
Contributed by Lukas
As AI applications become more complex and data-intensive, the need for scalable and efficient storage solutions becomes increasingly important. AI mo...
AI Today Podcast: AI Glossary Series – CPU, GPU, TPU, and Federated Learning
05 May 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms CPU, GPU, TPU, and Federated Learning, explain how the...
AI Today Podcast: AI Glossary Series – Tokenization and Vectorization
03 May 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Tokenization and Vectorization, explain how these term...
AI Today Podcast: AI Glossary Series – Training Data, Epoch, Batch, Learning Curve
28 Apr 2023
Contributed by Lukas
In order for machine learning systems to work they need to be trained on data. But as the old saying goes “garbage in is garbage out” so you need ...
AI Today Podcast: AI Glossary Series – Backpropagation, Learning Rate, and Optimizer
26 Apr 2023
Contributed by Lukas
Backpropagation was one of the innovations by Geoff Hinton that made deep learning networks a practical reality. But have you ever heard of that term ...
AI Today Podcast: AI Glossary Series – Loss Function, Cost Function and Gradient Descent
21 Apr 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Loss Function, Cost Function and Gradient Descent, exp...
AI Today Podcast: AI Glossary Series- Hidden Layer and Deep Learning
19 Apr 2023
Contributed by Lukas
Deep Learning is powering this current wave of AI interest. But do you really know what Deep Learning is? In this episode of the AI Today podcast host...
AI Today Podcast: AI Glossary Series – Perceptron
14 Apr 2023
Contributed by Lukas
The Perceptron was the first artificial neuron. The theory of the perceptron was first published in 1943 by McCulloch & Pitts, and then developed ...
AI Today Podcast: AI Glossary Series – Bias, Weight, Activation Function, Convergence, and ReLU
12 Apr 2023
Contributed by Lukas
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Bias, Weight, Activation Function, Convergence, and Re...