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🦩🌳💸Using Decision Trees in Financial Analysis🔍

Decision Trees are a powerful financial analysis tool that clarifies the expected value of capital investment opportunities. It is used in business operations where companies continuously struggle with big decisions on product development, operations management, human resources, and others. Decision Tree analysis method lets us explore the ranging elements influencing a decision.

🦩📉💸Stakeholders and Risk

Let’s say that there is a parent company investing the funds expects some investments across their portfolio of subsidiaries to fail and have hedged against that by diversifying their risk exposures. The sales manager of the company has a lot to gain in regards to increased product quality to offer to potential clients and nothing to lose if the project is not successful. However, for the plant manager that will be in charge of building the new modernized factory, failure may mean losing his job. Such a situation where there is a significant number of different stakeholder points of view introduces an undesirable element of politics in the decision-making process. To mitigate the risk of such politics leading to wrong decisions, we need to ask who bears the risk and what is the risk and look at each decision from the perspective of each stakeholder, when performing our analysis.

🦩📊💸Evaluate Investment Opportunities with Decision Trees

Decision Trees is a great laying out information tool that enables systematic analysis and leads to a more robust and rigorous decision-making process. The technique is excellent for illustrating the structure of investment decisions, and it can be crucial in the evaluation of investment opportunities. Decision Trees in financial analysis are a Net Present Value (NPV) calculation that incorporates different future scenarios based on how likely they are to occur. The cash flows for a given decision are the sum of cash flows for all alternative options, weighted based on their assigned probability.

🦩🌳💸To prepare a Decision Tree analysis, we take the following approach:

Identify the points of decision and the alternative options available at each of them.

Identify aspects of uncertainty and type or range of alternative outcomes.

Estimate the values for the analysis: *Probabilities of events and results from actions *Costs of and possible gains from various events and activities.

Analyze alternative amounts and choose a course (calculate the present value for each state).

🦩🌳💸Decision Tree Analysis is an essential tool in the decision-making process and investment analysis as it determines the value of investment opportunities and clarifies the connection between current and future decisions and uncertain circumstances which enables management to consider the available courses of action with more ease and clarity.

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🪭🍹🧊IMMERSION COOLING IN ADVANCED DATA CENTRES

Today’s data centres demand more processing power than ever. More computers are packed into tighter spaces causing the hardware to consume more energy and give off massive amounts of heat. Immersion cooling are helping high-density data centres work efficiently, reduce energy consumption and minimize costs.

⛱️🦀🐚 What is immersion cooling? Immersion cooling is submerging computing hardware in coolant to remove heat and improve its efficiency. Rather than delivering liquid or air to cool components, the entire system is immersed in non-conductive dielectric fluids. Fans and pumps circulate the liquid to a heat exchange that reduces the temperature. After that, the system pumps the cool liquid back into the immersion tanks. Depending on the design, immersion cooling can operate as a single-phase or two-phase solution. Single-phase immersion cooling only involves exchanging liquid while two-phase immersion cooling involves converting the liquid into gas.

🩴🧜‍♀️🧢 Immersion cooling pros: ⏯️Best efficiency of all cooling methods: Drop the Power Usage Effectiveness (PUE) to 1.02 and achieve up to 95% efficiency. ⏯️Boosts profits: Immersion cooling reduces energy consumption resulting a much lower operating costs and higher profits. ⏯️Easy to maintain: The server racks are placed at waist height allowing technicians to work with the hardware more effortlessly. ⏯️Increases hardware lifespan: Main causes of malfunctions like Dust, air pollutants and other particles can’t get into the system. The liquid also reduces the thermal and mechanical stress on the hardware. ⏯️Good for the environment: The crypto mining industry is estimated to produce 22 and 22.9 million metric tons of carbon dioxide emissions a year. Immersion cooling encourages environmental leadership and reduces carbon footprint. ⏯️Less noise: Immersion cooling requires very few fans resulting in a near-silent operation, a quiter and more efficient working environment.

🩴🧜‍♀️🧢 Immersion cooling cons: ⏯️Upfront investment costs: Although immersion cooling reduces operating costs, there is a high installation cost associated with it. ⏯️Complex design: Immersion cooling requires many parts and components including a hefty investment in equipment such as tanks, chillers, pumps, sensors, piping and power modules.

⛱️🦀🐚 Is immersion cooling the future of advanced data centres? Immersion cooling is an emerging I.T. technology that will only continue to grow as data centres uses huge amounts of computing power it is important to reduce electricity consumption and increase efficiency. In order to fully benefit from immersion cooling technology there is an urgent need to develop purpose-built into computing designs this will allow more companies to integrate the efficient cooling method into their systems.

co🪣ol #info 📰 🔛 the #go🧑‍🦽‍➡️🚴‍♂️🏌️‍♂️🏄‍♂️

🐟 🧴 ⛱️ 🦀 🐚 🩴 🫧 🌊

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🧑‍🚀 ♥️🧭🚀Faster than the speed of Sound, love penetrates the Souls and Hearts supersonically.

🚀♥️⚡️As much as high-speed fighter Jets have supersonic powers, high-speed love vibes are supersonically powerful !

What is the meaning of Supersonic? /ˈsupərˌsɑnɪk/

🥤📚🔎Definition of Supersonic: Adjective (of speed) greater than the speed of sound in a given medium (especially air) “a supersonic bomber flies so fast that it must release its bombs while the target is still over the horizon”.

🥤🧭🚀🌏It’s faster than the speed of sound, it’s supersonic! Supersonic describes things that can travel faster than the speed of sound, like the passenger jet Concorde that used to zip from New York to London in under four hours.

🥤🚀 🔊Anything supersonic is so fast that you see it before you hear it. A high-speed fighter jet is supersonic, but there aren't any supersonic passenger planes since Concorde's retirement in 2003. Space shuttles and modern bullets are still supersonic. Originally, the word supersonic meant "having to do with sound waves beyond human hearing," but by 1934 it described movement exceeding the speed of sound, with ultrasonic taking on the old meaning. Sonic comes from the Latin sonus, or "sound."

🚀🧲🔋🌏Let us supersonically spread the vibes of Peace and Love! 🕊️♥️

📺 🧞‍♀️ 🫧

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📮💌 P.S. Sincerely, Supernovally. Once upon a time: A star was born 💫

🧑‍🚀There is approx 1 septillion (1 followed by 24 zeros) stars in the universe. Stars are giant balls of hot gas mostly hydrogen with helium & small amounts of other elements. Every star has its own life cycle ranging from a few million to trillions of years.

🤰⭐️Birth Stars form in large clouds of gas and dust called molecular clouds. Molecular clouds range from 1000 to 10 million times the mass of the Sun and can span as much as hundreds of light-years, they are cold which causes gas to clump creating high-density pockets. They can collide with each other or collect more matter, strengthening their gravitational force as their mass grows. Eventually, gravity causes some of these clumps to collapse. When this happens friction causes the material to heat up which eventually leads to the development of a protostar: a baby star.

⚛️⭐️Life At first most of the protostar’s energy comes from heat released by its initial collapse. After millions of years, immense pressures and temperatures in the star’s core squeeze the nuclei of hydrogen atoms together to form helium “Nuclear fusion”which releases energy & heats the star preventing it from collapsing under the force of gravity.

⛽️⭐️A star’s gas provides its fuel and its mass determines how rapidly it runs through its supply with lower-mass stars burning longer, dimmer & cooler than very massive stars.

🌔🌚Death At the beginning of the end of a star’s life, its core runs out of hydrogen to convert into helium. The energy produced by fusion creates pressure inside the star that balances gravity’s tendency to pull matter together so the core starts to collapse.

⭐️A low-mass star’s atmosphere will keep expanding until it becomes a subgiant or giant star while fusion converts helium into carbon in the core. This will be the fate of our Sun in several billion years. Eventually all the star’s outer layers blow away creating an expanding cloud of dust and gas called a planetary nebula.

⭐️All that’s left of the star is its core, called a white dwarf, an Earth-sized stellar cinder that gradually cools over billions of years.

⭐️A high-mass star goes further. Fusion converts carbon into heavier elements like oxygen, neon & magnesium which will become future fuel for the core. For the largest stars, this chain continues until silicon fuses into iron. These processes produce energy that keeps the core from collapsing but each new fuel buys it less and less time. The whole process takes a few million years. By the time silicon fuses into iron the star runs out of fuel in a matter of days.

⭐️The star’s iron core collapses until forces between the nuclei push the brakes then it rebounds. This change creates a shock wave that travels outward through the star. The result is a huge explosion called Supernova.

💌Dedicated to our fallen Supernova Stars who continue to shine in our hearts galaxy.

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🫗🥄📦 “Life is a mountain of solvable problems and I enjoy that.”— James Dyson. 🧯🔥 🚒 💯🖍️✔️