Machine Learning – Software Engineering Daily Podcast
1) Artificial Intelligence APIs with Simon Chan
Software companies that have been around for a decade have a ton of data. Modern machine learning techniques are able to turn that data into extremely useful models. Salesforce users have been enterin...Show More
2) Spring AI and Java in 2024
Java is one of the most widely used programming languages, and a key contributor to its success is VMware Tanzu’s Spring, the most common framework for Java development. The Spring Framework is built ...Show More
AUDIO REMOVED: The podcast creator has removed the audio for this episode.3) Pinecone Vector Database with Marek Galovic
An embedding is a concept in machine learning that refers to a particular representation of text, images, audio, or other information. Embeddings are designed to make data consumable by ML models. How...Show More
4) Privacy in the Age of Generative AI
On a recent trip to my hometown in Eastern Canada, my father picked me up at the airport. One of the first things he asked me was, “Is AI going to take everyone’s jobs?”. When AI, generative AI, and l...Show More
AUDIO REMOVED: The podcast creator has removed the audio for this episode.5) De-scoping Your AWS Services from Data Residency Requirements
From the widely recognized GDPR in Europe to Brazil’s LGPD regulations, and the more recent introduction of India’s DPDP law, over 100 countries now have some form of privacy regulation in...Show More
AUDIO REMOVED: The podcast creator has removed the audio for this episode.6) The Data Cloud’s Cheese and Diamond Problem
In any given week, if you search the news for “data breach”, you’ll see headlines like the ones below. Companies like MGM and Caesars spend millions of dollars on firewalls, SIEMs, HSMs, and a whole s...Show More
AUDIO REMOVED: The podcast creator has removed the audio for this episode.7) Building a Privacy-Preserving LLM-Based Chatbot
As Large Language Models (LLMs) and generative AI continue to grow more sophisticated and available, many organizations are starting to build, fine-tune, and customize LLMs based on their internal dat...Show More
AUDIO REMOVED: The podcast creator has removed the audio for this episode.8) One Snowflake, Multiple Vaults: A Solution to Data Residency
Data residency requirements, which govern where sensitive data can be stored or processed in the cloud (or in an on-prem server) are a common feature of many modern data protection laws. Because of da...Show More
AUDIO REMOVED: The podcast creator has removed the audio for this episode.9) Ethical GPTs with Amruta Moktali
The increasing adoption of GPT (Generative Pre-trained Transformer) models underscores the critical need for privacy and data protection. Using LLMs without appropriate safeguards can lead to sensitiv...Show More
10) Descript with Andrew Mason
Descript is a software product for editing podcasts and video. Descript is a deceptively powerful tool, and its software architecture includes novel usage of transcription APIs, text-to-speech, speech...Show More