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#Vectors Reel by @sciencexplains - Ever wondered what that arrow Professor Lewin is holding actually represents? In physics, it's all about Vectors! Unlike a Scalar (which is just a num
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@sciencexplains
Ever wondered what that arrow Professor Lewin is holding actually represents? In physics, it’s all about Vectors! Unlike a Scalar (which is just a number, like your age or the temperature), a Vector is a quantity that needs TWO things to be complete: 1️⃣ Magnitude: How much? (Represented by the length of the arrow). 2️⃣ Direction: Which way? (Represented by where the arrowhead points). Think of it this way: Speed is a scalar (60 mph), but Velocity is a vector (60 mph North). 🧭 As Professor Lewin famously demonstrates, you can't describe the motion of the universe without knowing exactly which way things are headed! 🌌 #Physics #ScienceCommunication #WalterLewin #STEM #Vector ClassicalMechanics Education LearnPhysics MIT
#Vectors Reel by @mathematisa - ✨️Eigenvalues and eigenvectors are at the heart of linear algebra and modern science. When a matrix transforms space, most vectors change both their l
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@mathematisa
✨️Eigenvalues and eigenvectors are at the heart of linear algebra and modern science. When a matrix transforms space, most vectors change both their length and direction. But a few special vectors behave differently — they only stretch or shrink without changing direction. These special vectors are called eigenvectors, and the scaling factor is called the eigenvalue. In this visual reel, we start with a simple 2×2 matrix and explore the equation A x = λ x, which means that after applying the matrix A, the vector x stays on the same line, scaled by λ. By constructing the characteristic equation and solving it step by step, we find the eigenvalues and then compute their corresponding eigenvectors. Finally, we move from algebra to geometry. On the coordinate grid, you will see how ordinary vectors rotate and distort under a linear transformation, while eigenvectors keep their direction perfectly. This geometric behavior explains why eigenvalues and eigenvectors appear everywhere — from computer graphics and physics to data science, machine learning, vibration analysis, and differential equations. If you truly understand eigenvectors visually, you understand how linear systems reveal their hidden structure. Follow @mathematisa & @mathswithmuza for more math animations ✨️
#Vectors Reel by @edgar_kaminskyi (verified account) - Full Endoscopic FaceLift 💆🏻‍♀️ Possible changes with endoscopic vectors, eyelid surgery, and neck surgery across different ethnic groups - European,
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@edgar_kaminskyi
Full Endoscopic FaceLift 💆🏻‍♀️ Possible changes with endoscopic vectors, eyelid surgery, and neck surgery across different ethnic groups - European, Asian, African, Middle Eastern, and others. In this video, I demonstrate how facial structures respond to lifting depending on anatomy, skin quality, and proportions. Despite ethnic differences, the key principle remains the same - controlled vertical and diagonal repositioning of tissues. This vector allows lifting of the upper and midface, improving brow and cheek position, softening the nasolabial folds, and restoring a fresher, more rested look. At the same time, we can also influence the lower third - refining the chin, improving jawline definition, and harmonizing facial proportions. Eye aesthetics can also be adjusted. Importantly, lower eyelid correction is performed without external skin incisions. When needed, a transconjunctival approach is used. Upper blepharoplasty can also be added. Chin and neck correction are performed through a small submental incision. This provides access to the digastric muscles and the platysma, where a central medial platysmaplasty is performed to redefine the neck contour and support the lower face. The endoscopic lift itself is performed through incisions hidden within the hairline, ensuring minimal visibility and a clean aesthetic outcome. The goal is not to change identity, but to reposition structures in a natural, anatomically precise way - adapting the technique to each face. ⭕️ reveal your beauty #endoscopicfacelift #facelift #endoscopicface #kaminskyiedgar
#Vectors Reel by @math.idea.ec - 📐🔄 Transformaciones 2D con Matrices 3×3 🧮 Visualización de escalados, cizallamientos, rotaciones y traslaciones a partir de la matriz identidad. E
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@math.idea.ec
📐🔄 Transformaciones 2D con Matrices 3×3 🧮 Visualización de escalados, cizallamientos, rotaciones y traslaciones a partir de la matriz identidad. Este contenido muestra cómo la matriz identidad 3×3 se modifica para generar transformaciones geométricas completas en el plano, utilizando coordenadas homogéneas para un tratamiento algebraico unificado. ▶️ Operaciones cubiertas: · Escalado uniforme y no uniforme. · Cizallamiento horizontal y vertical. · Rotación pura (matriz ortogonal). · Traslación (vía componentes afines). · Composición mediante multiplicación matricial. ⚙️ Aplicaciones directas: ➡️ Gráficos por computadora y animación. ➡️ Visión artificial y procesamiento de imágenes. ➡️ Robótica y sistemas CAD. 🎯 Dirigido a: Estudiantes y profesionales de álgebra lineal, ciencias de la computación e ingenierías. 💬 ¿Qué tipo de transformación geométrica utilizas con mayor frecuencia en tu ámbito? Comparte tu experiencia en los comentarios. . . . . #maths #mathematics #mathematik #university #engeneer #engeenering #epn #uce #algebralineal #matrix #vectors #aprende #aprendizaje #nivelacion #fypシ❤️💞❤️ #mathidea
#Vectors Reel by @evolving.ai (verified account) - If you've ever wondered how ChatGPT "knows" that Michael Jordan plays basketball, this is basically what's happening under the hood. First, everythin
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@evolving.ai
If you’ve ever wondered how ChatGPT “knows” that Michael Jordan plays basketball, this is basically what’s happening under the hood. First, everything turns into vectors. Your text is split into tokens. Each token becomes a long list of numbers that represents meaning. Meaning lives in directions. Different directions in this space capture different concepts. One direction might represent “Michael,” another “Jordan,” another “basketball.” A single vector can point in many directions at once, so it can carry multiple ideas. Then the vectors move through the same two blocks over and over. Attention lets tokens share information with each other. MLPs add new information to each token. This is where knowledge gets added. Inside an MLP, the vector is multiplied by large matrices that check for patterns. Activations decide what matters. Another matrix then adds specific information back into the vector. So a “Michael Jordan” vector can pick up “basketball” along the way. This repeats across many layers. Early layers just represent the name. Later layers add athlete, basketball, Bulls, era, and context. By the final layers, the meaning is very specific. At the end, those vectors are turned back into probabilities for the next word. The model picks what comes next. 3Blue1Brown is still unmatched when it comes to explaining this visually. Clear, precise, and actually accurate. What are your thoughts on this? 🤔💬 🎥: @3blue1brown
#Vectors Reel by @kumonaustralia_newzealand (verified account) - 📘 From solving basic maths to calculating vectors, meet Isaac. Through Kumon, 13-year-old Isaac built confidence in the foundations of maths. Now, a
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@kumonaustralia_newzealand
📘 From solving basic maths to calculating vectors, meet Isaac. Through Kumon, 13-year-old Isaac built confidence in the foundations of maths. Now, as a Year 7 student, he’s solving complex, university-level problems like vectors in his Kumon worksheets! 💡🔢 Anything is possible with strong foundations and self-learning. 👏 Watch this video to learn more.
#Vectors Reel by @valuetainment (verified account) - Tom Mueller reflected on SpaceX's early culture, noting that Elon Musk's strong technical instincts shaped a workplace where negativity had no place,
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@valuetainment
Tom Mueller reflected on SpaceX’s early culture, noting that Elon Musk’s strong technical instincts shaped a workplace where negativity had no place, saying those who resisted momentum “were not in the next meeting.” Mueller recalled Musk’s philosophy that a company functions as “a bunch of vectors,” with each employee needing to align in the same forward direction, avoiding bureaucracy, office politics, and low morale to keep the organization moving cohesively toward progress. Follow @valuetainment for more.
#Vectors Reel by @vedantu_learns (verified account) - Teacher talking about Rotational Motion vs Me who is still stuck on Vectors 😭 . #physicsmemes #physics #iitjeepreparation #jeepreparation #neet #scie
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@vedantu_learns
Teacher talking about Rotational Motion vs Me who is still stuck on Vectors 😭 . #physicsmemes #physics #iitjeepreparation #jeepreparation #neet #science #jeeadvanced #class11 #class12 #studentmemes #studentlife
#Vectors Reel by @aiemerges - This animation breaks it down-literally. What you're seeing is how models like ChatGPT transform human language into vectors in 3D space. Each word o
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@aiemerges
This animation breaks it down—literally. What you’re seeing is how models like ChatGPT transform human language into vectors in 3D space. Each word or phrase is represented as a position or direction, so related concepts—like “Michael,” “Jordan,” and “basketball”—end up mapped close to one another. This is how machines learn meaning: by translating language into math. Geometry, probability, and enormous amounts of training data allow patterns and relationships to emerge. It isn’t magic. It’s mathematics made visible—one of the clearest visualizations of how large language models turn words into understanding. 🎥: 3Blue1Brown
#Vectors Reel by @mrdoodle (verified account) - When doodles meet vectors on #AdobeIllustrator! I'm working on a massive project...filling up a massive wall in my studio! Comment below if you think
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@mrdoodle
When doodles meet vectors on #AdobeIllustrator! I’m working on a massive project...filling up a massive wall in my studio! Comment below if you think we can make art big enough for this wall #adobepartner @adobecreativecloud @adobedesign
#Vectors Reel by @ingeniousinfinity (verified account) - Vectors Question 🔥 Dot + Cross Product Together! | Class 12 Must-Know #shorts #Class12Maths #Vectors #DotProduct #CrossProduct #VectorAlgebra #Impo
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@ingeniousinfinity
Vectors Question 🔥 Dot + Cross Product Together! | Class 12 Must-Know #shorts #Class12Maths #Vectors #DotProduct #CrossProduct #VectorAlgebra #ImportantQuestion #BoardExamPreparation #cbsemaths #ConceptBasedQuestion #viralreels❤️ #viralvídeos

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