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Analytics

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  Analytics is the practice of examining data to draw conclusions, identify patterns, and support decision-making. It involves the use of various statistical, mathematical, and computational techniques to process large amounts of information. Analytics can be applied in numerous fields such as business, healthcare, sports, and technology, where it helps organizations understand trends, predict future outcomes, and optimize performance. There are different types of analytics, including descriptive (what happened), diagnostic (why it happened), predictive (what might happen), and prescriptive (what should be done). As data continues to grow in volume and complexity, analytics becomes increasingly vital for making informed, data-driven decisions. Analytics is a multifaceted discipline that plays a central role in transforming data into valuable insights. By applying techniques from statistics, data mining, machine learning, and artificial intelligence, analytics enables organizations to

Root

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Plant roots come in various structures adapted to different environments. The primary types include: Taproot System : Characterized by a single, thick main root (the taproot) that grows downward, with smaller lateral roots branching off. This system is common in dicots like carrots and dandelions and allows the plant to access deeper water sources. Fibrous Root System : Consists of a network of thin, branching roots that spread out from the base of the stem. This system is typical in monocots like grasses and helps in preventing soil erosion and accessing nutrients from the upper soil layers. Adventitious Roots : These roots arise from parts of the plant other than the root, such as stems or leaves. They are common in plants like corn and ivy and help in stabilizing the plant and aiding in vegetative reproduction. Functions Beyond Basic Roles : Soil Erosion Prevention : By binding the soil together, roots help prevent erosion and maintain soil health. Plants with extensive root systems

Serverless cloud technology fades away

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It is becoming increasingly evident that serverless technology is losing relevance and will soon fade away in the cloud technology space. Why did this happen? What can we learn from this evolution of technology? When serverless computing first hit the streets over a decade ago as a cloud computing paradigm, it saved us from needing to handle detailed compute and storage configurations. Everything was done automatically at the time of execution. This seemed more evolution than revolution because PaaS systems were already doing an aspect of this type of computing. I remember when many wanted me to get on board the hype train and change the focus of my cloud computing podcast to concentrate on serverless. Having been in this industry for a while, I realized this technology would have a more strategic role. Promoting it as a “second coming” was somewhat naive. Today, serverless cloud technology is increasingly overshadowed in the cloud technology marketplace. Initially lauded for its promi

Learning

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                      Learning is a process of acquiring new knowledge, skills, behaviors, or understanding through experience, study, or instruction. It can take many forms, from formal education in schools to informal learning through everyday experiences.  Types of Learning: Cognitive Learning: Involves mental processes like thinking, memory, problem-solving, and language. Behavioral Learning: Focuses on observable behaviors and how they're influenced by stimuli and reinforcement (e.g., classical and operant conditioning). Social Learning: Involves learning through observation and imitation of others (e.g., modeling). Experiential Learning: Learning through direct experience, often involving reflection on those experiences. Learning Theories: Constructivism: Suggests that learners actively construct their own understanding and knowledge through experiences. Behaviorism: Focuses on the idea that all behaviors are acquired through conditioning. Cognitivism: Emphasizes the

Stromatolites found in the Red Sea offer new clues to the earliest life on Earth

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Stromatolites are ancient structures formed by layers of algae that grow toward the light and precipitate carbonates. First appearing 3.48 billion years ago, these formations dominated Earth as the sole living carbonate factory for nearly three billion years. They played a crucial role in the Great Oxygenation Event, which introduced oxygen to our atmosphere and drastically altered Earth’s environment. Algae layers and stromatolites Stromatolites are layered structures formed by the activity of algae, specifically cyanobacteria. These ancient formations date back 3.48 billion years and are some of the oldest evidence of life on Earth. Cyanobacteria in stromatolites perform photosynthesis, capturing sunlight and producing oxygen, which was crucial in transforming Earth’s early atmosphere Stromatolites thrived for billions of years, dominating Earth’s shallow marine environments and playing a pivotal role in the Great Oxygenation Event around 2.4 billion years ago. This event introduced

An artificial intelligence primer – from machine learning to computer vision

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                        Artificial intelligence has the potential to impact almost every area of life. In this first of a two-part series explaining the technology behind the headlines, this article looks at the different branches of AI technology, and what they can do When we think of artificial intelligence (AI), most of us teeter between excitement and concern about its rise. And with AI, just like anything, the unknowns fuel our concerns. AI and generative AI are unleashing amazing opportunities that will enable governments to be much more productive and effective – getting more done – better, faster, and easier. These technologies will enable us to run virtual simulations before taking real actions, prevent adverse events, prepare for changing conditions, detect areas of concern sooner and with greater accuracy, engage in more meaningful ways, and manage our resources better. So, what is AI? Artificial intelligence is the science of designing systems to support and accelerate hu

Baby Stars are Swarming Around the Galactic Center

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The vicinity of Sagittarius A* (Sgr A*), the supermassive black hole at the Milky Way’s center, is hyperactive. Stars, gas, and dust zip around the black hole’s gravitational well at thousands of kilometers per hour. Previously, astronomers thought that only mature stars had been pulled into such rapid orbits. However, a new paper from the University of Cologne and elsewhere in Europe found that some relatively young stars are making the rounds rather than older ones, which raises some questions about the models predicting how stars form in these hyperactive regions.   Astronomers have known about the highly mobile stars surrounding Sgr A* for over thirty years now. They even have their own categorization, known as S stars. However, researchers lacked the equipment to analyze the age of some of these stars, and theories pointed to older, dimmer stars being the most likely to survive near a black hole. But then, as it does so often with science, evidence that challenged the old and dim