All Episodes (466)
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Ep. 286
The Fundamentals of Support Vector Machines
Hello and welcome to "Continuous Improvement," the podcast where we explore the latest in technology, machine learning, and more. I'm your host, Victor Leung, and today, we're diving into a fundamental concept in machine learning: Support Vector Machines, or SVMs.
Ep. 285
LlamaIndex Framework - Context-Augmented LLM Applications
Hello, everyone, and welcome back to "Continuous Improvement," the podcast where we explore the latest in technology, innovation, and beyond. I'm your host, Victor Leung, and today, we're diving into an exciting framework in the world of artificial intelligence: LlamaIndex. This fr
Ep. 284
LangChain - A Framework for LLM-Powered Applications
Hello, and welcome to another episode of Continuous Improvement, where we explore the latest trends and technologies shaping our digital world. I'm your host, Victor Leung, and today we're diving into LangChain—a revolutionary framework for building applications powered by Large Language Mod
Ep. 283
Building an RNN with LSTM for Stock Prediction
Welcome back to the Continuous Improvement podcast, where we explore the latest trends, tools, and techniques in technology and personal growth. I'm your host, Victor Leung. Today, we're diving into an exciting area of machine learning—using Recurrent Neural Networks, specifically LSTM layer
Ep. 282
The Importance of Data Privacy
Welcome to another episode of *Continuous Improvement,* where we delve into the critical aspects of technology and business practices that drive success. I'm your host, Victor Leung, and today we're exploring a topic that is more relevant than ever in our digital age: the importance of data
Ep. 281
Optimizing Kubernetes Cluster Management with Intelligent Auto-Scaling
Hello, and welcome back to "Continuous Improvement," the podcast where we explore innovative solutions to enhance your tech journey. I'm your host, Victor Leung, and today we're diving into the world of Kubernetes cluster management, focusing on a powerful tool called Karpenter. If
Ep. 280
AWS Secrets Manager and CSI Drivers - Enhancing Kubernetes Security and Management
Welcome to "Continuous Improvement," where we explore tech innovations for your business. Today, we discuss managing secrets securely in cloud-native applications using AWS Secrets Manager and Kubernetes' CSI Drivers.
Ep. 279
Exploring Generative Adversarial Networks (GANs) - The Power of Unsupervised Deep Learning
Welcome back to another episode of 'Continuous Improvement,' where we delve into the latest advancements in technology and their implications. I'm your host, Victor Leung. Today, we're exploring a fascinating and transformative technology in the field of artificial intelligence—Gener
Ep. 278
The Augmented Dickey—Fuller (ADF) Test for Stationarity
Welcome back to another episode of Continuous Improvement! I'm your host, Victor Leung, and today, we're diving into a crucial concept in statistical analysis and machine learning—stationarity, especially in the context of time series data. We'll explore what stationarity is, why it matt
Ep. 277
Running npm install on a Server with 1GB Memory using Swap
Hello and welcome back to "Continuous Improvement," the podcast where we dive into the intricacies of optimizing performance, whether it's in life, work, or tech. I'm your host, Victor Leung, and today, we're tackling a common challenge for those working with limited server res