Understanding Essential Systems for Machine Learning: Linux (With Common & Advanced Commands)

Understanding Essential Systems for Machine Learning: Linux (With Common & Advanced Commands)

Source: Machine Heart This article is 3208 words, and it is recommended to read it in 5 minutes. This article outlines the basic features of the Linux system and introduces some commonly used Linux commands to help you get started quickly. Linux has gained favor among many developers due to its stability and has become … Read more

Overview of LoRA and Its Variants: LoRA, DoRA, AdaLoRA, Delta-LoRA

Overview of LoRA and Its Variants: LoRA, DoRA, AdaLoRA, Delta-LoRA

Source: Deephub Imba This article is about 4000 words long and is recommended to be read in 6 minutes. In this article, we will explain the basic concept of LoRA itself and then introduce some variants that improve the functionality of LoRA in different ways. LoRA can be considered a major breakthrough in efficiently training … Read more

NEC Develops Multimodal Biometric Recognition Technology

NEC Develops Multimodal Biometric Recognition Technology

NEC Corporation has developed a multimodal biometric recognition technology for face and iris that can be widely applied for various purposes. With a compact system that only requires connecting a camera module to existing PCs or tablets, it can achieve high-speed and high-accuracy recognition for tens of millions of people, regardless of indoor or outdoor … Read more

Predict Your Grades with Python and Machine Learning

Predict Your Grades with Python and Machine Learning

Oh no, it’s that time of the semester again. I wonder if you are like me, always thinking before an exam: “How many points will I score this time?” If only we could know the score in advance! Wait, don’t we have Python? Come on, let’s use Python and machine learning to predict our scores … Read more

7 Common Open Source Libraries for Python Data Analysis

7 Common Open Source Libraries for Python Data Analysis

In the field of data science, Python has become the preferred programming language for data analysts and data scientists due to its simple syntax, powerful capabilities, and rich community resources. To help everyone better conduct data analysis, the following will introduce the 7 commonly used open source libraries in Python data analysis. 1. NumPy NumPy … Read more

Python and Machine Learning: Predict Next Week’s Weather

Python and Machine Learning: Predict Next Week's Weather

Last weekend, our long-awaited picnic was ruined by a sudden downpour. I couldn’t help but complain, “How great it would be to know the weather in advance!” Wait a minute, as a Python enthusiast, I can actually do something about it! Let’s see how we can use Python and machine learning to predict the weather … Read more

In-Depth Research on the Autonomous Driving Industry: A Trillion Market Competition

In-Depth Research on the Autonomous Driving Industry: A Trillion Market Competition

(Report Author: CITIC Securities, Yang Zeyuan, Ding Qi) 1 Autonomous Driving Technology Path: Is LiDAR Necessary? Currently, within the single-vehicle intelligent driving solutions, there are two different paths for the selection of autonomous driving sensors in the market: one is camera-dominated, combined with low-cost components like millimeter-wave radar, forming a purely visual computation, with typical … Read more

Artificial Intelligence Biosensors: Challenges and Prospects

Artificial Intelligence Biosensors: Challenges and Prospects

Artificial Intelligence (AI) and wearable sensors are two important fields for achieving optimal precision medicine tailored to individual patients. Combining these two fields can better capture patient data, improve the design of wearable sensors, and monitor the health of the wearer and their surrounding environment. Currently, with the Internet of Things, big data, and health … Read more

AIoT Intelligent IoT Platform Technical Architecture Reference

AIoT Intelligent IoT Platform Technical Architecture Reference

The technical architecture of the AIoT intelligent IoT platform can be divided from the terminal devices to the IoT platform into edge gateways, access gateway layer, infrastructure layer, middle platform layer, and application layer. Edge Gateway The edge gateway is deployed at the customer site of the AIoT intelligent IoT platform, mainly responsible for collecting … Read more

Understanding IoT Platforms: Definition, Functions, Features, and Market

Understanding IoT Platforms: Definition, Functions, Features, and Market

—— Guide —— This is a report on the definition, features, classification, and market development status of IoT platforms, suitable for IoT developers, any IoT solution or hardware and software providers, IoT users, enterprise IoT procurement personnel and decision-makers, and anyone interested in learning about IoT. An IoT platform is a type of middleware, positioned … Read more