To set up Django on Plesk: First of all, let’s check Python presence in the system. we can do it by issuing the command: python –version Install a Python package manager (under the “root” user): apt-get install python-pip It is common practice to have a separate virtual environment for each Python application. So, let’s install… Continue reading Hosting Of a Django Application Using Plesk webserver
Category: AI
AI in robotics
AI in robotics refers to the integration of artificial intelligence (AI) techniques and algorithms into robotic systems to enhance their capabilities, autonomy, and adaptability. This integration enables robots to perceive, reason, plan, and act in complex and dynamic environments. Some Key aspects of Ai in robotics are: Perception: AI algorithms enable robots to perceive and… Continue reading AI in robotics
Unleashing the Potential of Federated Learning: Collaborative AI without Compromising Privacy
In the era of data-driven AI, one of the most pressing challenges is how to leverage the collective knowledge contained in decentralized data sources while respecting user privacy and data sovereignty. Federated Learning emerges as a transformative solution, enabling collaborative AI without compromising privacy. In this article, we delve into the world of Federated Learning,… Continue reading Unleashing the Potential of Federated Learning: Collaborative AI without Compromising Privacy
The Rise of Edge Computing: Enhancing AI Performance at the Edge of the Network
In the ever-evolving landscape of technology, the emergence of edge computing has sparked a paradigm shift in how we process and analyze data. With the proliferation of Internet of Things (IoT) devices and the growing demand for real-time applications, edge computing has become a critical enabler for enhancing AI performance at the edge of the… Continue reading The Rise of Edge Computing: Enhancing AI Performance at the Edge of the Network
Demystifying Natural Language Processing: The Science Behind AI Conversations
Natural Language Processing (NLP) stands as a cornerstone in the realm of artificial intelligence, enabling machines to comprehend, interpret, and generate human language. In this article, we embark on a journey to demystify NLP, unraveling the intricate science that powers AI conversations and linguistic interactions. Understanding Natural Language Processing At its essence, NLP encompasses a… Continue reading Demystifying Natural Language Processing: The Science Behind AI Conversations
Exploring the Potential of Reinforcement Learning in AI Applications
Reinforcement learning (RL) stands at the forefront of artificial intelligence research, representing a paradigm where intelligent agents learn to make decisions through interaction with their environments. This dynamic approach to learning has garnered significant attention due to its ability to tackle complex problems and adapt to diverse scenarios. In this article, we delve into the… Continue reading Exploring the Potential of Reinforcement Learning in AI Applications
The Ethical Implications of Artificial Intelligence in Healthcare
Artificial Intelligence (AI) has emerged as a transformative force in healthcare, offering unprecedented opportunities to improve patient outcomes, streamline processes, and revolutionize medical research. However, as AI becomes increasingly integrated into healthcare systems, it raises important ethical considerations that must be addressed. In this blog post, we explore the ethical implications of AI in healthcare… Continue reading The Ethical Implications of Artificial Intelligence in Healthcare
PyTorch: An open source ML Framework
PyTorch is an open source machine learning framework, used for applications such as computer vision and natural language processing. It is one of the preferred platforms for deep learning research. PyTorch is employed on Python, along with C/C++ libraries, and was designed for overall flexibility. PyTorch is widely used in large companies like Facebook, Twitter,… Continue reading PyTorch: An open source ML Framework
AUTONOMOUS VEHICLES AND AI
Autonomous vehicles are rapidly becoming part of the various industries, including agriculture, transportation, and the military. While we’re not yet at the point where everyday consumers can hop into fully autonomous cars. The intersection of artificial intelligence and autonomous vehicles has made a huge impact in the automobile industry. The Role of AI in Autonomous… Continue reading AUTONOMOUS VEHICLES AND AI
Linear Discriminant Analysis
Linear Discriminant Analysis (LDA) is a supervised learning algorithm used for classification tasks in machine learning. LDA can handle correlation between features in the data. It is a technique used to find a linear combination of features that best separates the classes in a dataset. It is a simple and computationally efficient algorithm and can… Continue reading Linear Discriminant Analysis