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  1. Alright, future engineers!
    **Dot Product:** A scalar measure of how much two vectors point in the same direction.
    Ex: For `v=[v1,v2], w=[w1,w2]`, `v.w = v1w1 + v2w2`.
    Pro-Tip: If `v.w = 0`, they're orthogonal (perpendicular)! Great for checking vector alignment.
    #LinearAlgebra #Vectors #STEM #StudyNotes

  2. Alright, future engineers!
    **Dot Product:** A scalar measure of how much two vectors point in the same direction.
    Ex: For `v=[v1,v2], w=[w1,w2]`, `v.w = v1w1 + v2w2`.
    Pro-Tip: If `v.w = 0`, they're orthogonal (perpendicular)! Great for checking vector alignment.
    #LinearAlgebra #Vectors #STEM #StudyNotes

  3. Alright, future engineers!
    **Dot Product:** A scalar measure of how much two vectors point in the same direction.
    Ex: For `v=[v1,v2], w=[w1,w2]`, `v.w = v1w1 + v2w2`.
    Pro-Tip: If `v.w = 0`, they're orthogonal (perpendicular)! Great for checking vector alignment.
    #LinearAlgebra #Vectors #STEM #StudyNotes

  4. Alright, future engineers!
    **Dot Product:** A scalar measure of how much two vectors point in the same direction.
    Ex: For `v=[v1,v2], w=[w1,w2]`, `v.w = v1w1 + v2w2`.
    Pro-Tip: If `v.w = 0`, they're orthogonal (perpendicular)! Great for checking vector alignment.
    #LinearAlgebra #Vectors #STEM #StudyNotes

  5. Alright, future engineers!
    **Dot Product:** A scalar measure of how much two vectors point in the same direction.
    Ex: For `v=[v1,v2], w=[w1,w2]`, `v.w = v1w1 + v2w2`.
    Pro-Tip: If `v.w = 0`, they're orthogonal (perpendicular)! Great for checking vector alignment.
    #LinearAlgebra #Vectors #STEM #StudyNotes

  6. Cat containment - from roaming to staying at home

    "Cats are a popular pet in Australia: second only to dogs, they’re found in a third of homes, with about 5.3 million felines nationally."

    "Keeping cats indoors can keep them safe from harm and protect native wildlife. But how can pet owners support their furry friends in making the transition?"

    "When cats catch bird flu, the virus can be deadly. One study, published by the American Veterinary Medical Association, found domestic cats infected with H5N1 had overall mortality rates of 50 to 70%."

    "Keeping pets indoors, contained in outdoor enclosures known as “catios”, or on a harness, also protects native wildlife. Each roaming puss kills about 186 mammals, reptiles and birds every year, according to research by the Threatened Species Recovery Hub."

    “A safe cat is an indoor cat,” says wildlife veterinarian Dr Tania Bishop. “Roaming cats already face threats from cars, snakes, dogs, ticks, powerful owls and disease. With H5 bird flu now at our doorstep, there is also a risk cats could become infected by scavenging or coming into contact with sick or dead birds.”

    “Cat containment is one of those rare measures that’s a win for everyone – it’s better for cats, better for wildlife and better for communities.” >>
    theguardian.com/australia-news
    #pets #cats #roaming #vectors #CatContainment #disease #ticks #BirdFlu #wildlife #biodiversity

    Image: Poster of one of the many missing roaming cats of #Bellingen

  7. Cat containment - from roaming to staying at home

    "Cats are a popular pet in Australia: second only to dogs, they’re found in a third of homes, with about 5.3 million felines nationally."

    "Keeping cats indoors can keep them safe from harm and protect native wildlife. But how can pet owners support their furry friends in making the transition?"

    "When cats catch bird flu, the virus can be deadly. One study, published by the American Veterinary Medical Association, found domestic cats infected with H5N1 had overall mortality rates of 50 to 70%."

    "Keeping pets indoors, contained in outdoor enclosures known as “catios”, or on a harness, also protects native wildlife. Each roaming puss kills about 186 mammals, reptiles and birds every year, according to research by the Threatened Species Recovery Hub."

    “A safe cat is an indoor cat,” says wildlife veterinarian Dr Tania Bishop. “Roaming cats already face threats from cars, snakes, dogs, ticks, powerful owls and disease. With H5 bird flu now at our doorstep, there is also a risk cats could become infected by scavenging or coming into contact with sick or dead birds.”

    “Cat containment is one of those rare measures that’s a win for everyone – it’s better for cats, better for wildlife and better for communities.” >>
    theguardian.com/australia-news
    #pets #cats #roaming #vectors #CatContainment #disease #ticks #BirdFlu #wildlife #biodiversity

    Image: Poster of one of the many missing roaming cats of #Bellingen

  8. Cat containment - from roaming to staying at home

    "Cats are a popular pet in Australia: second only to dogs, they’re found in a third of homes, with about 5.3 million felines nationally."

    "Keeping cats indoors can keep them safe from harm and protect native wildlife. But how can pet owners support their furry friends in making the transition?"

    "When cats catch bird flu, the virus can be deadly. One study, published by the American Veterinary Medical Association, found domestic cats infected with H5N1 had overall mortality rates of 50 to 70%."

    "Keeping pets indoors, contained in outdoor enclosures known as “catios”, or on a harness, also protects native wildlife. Each roaming puss kills about 186 mammals, reptiles and birds every year, according to research by the Threatened Species Recovery Hub."

    “A safe cat is an indoor cat,” says wildlife veterinarian Dr Tania Bishop. “Roaming cats already face threats from cars, snakes, dogs, ticks, powerful owls and disease. With H5 bird flu now at our doorstep, there is also a risk cats could become infected by scavenging or coming into contact with sick or dead birds.”

    “Cat containment is one of those rare measures that’s a win for everyone – it’s better for cats, better for wildlife and better for communities.” >>
    theguardian.com/australia-news
    #pets #cats #roaming #vectors #CatContainment #disease #ticks #BirdFlu #wildlife #biodiversity

    Image: Poster of one of the many missing roaming cats of #Bellingen

  9. Cat containment - from roaming to staying at home

    "Cats are a popular pet in Australia: second only to dogs, they’re found in a third of homes, with about 5.3 million felines nationally."

    "Keeping cats indoors can keep them safe from harm and protect native wildlife. But how can pet owners support their furry friends in making the transition?"

    "When cats catch bird flu, the virus can be deadly. One study, published by the American Veterinary Medical Association, found domestic cats infected with H5N1 had overall mortality rates of 50 to 70%."

    "Keeping pets indoors, contained in outdoor enclosures known as “catios”, or on a harness, also protects native wildlife. Each roaming puss kills about 186 mammals, reptiles and birds every year, according to research by the Threatened Species Recovery Hub."

    “A safe cat is an indoor cat,” says wildlife veterinarian Dr Tania Bishop. “Roaming cats already face threats from cars, snakes, dogs, ticks, powerful owls and disease. With H5 bird flu now at our doorstep, there is also a risk cats could become infected by scavenging or coming into contact with sick or dead birds.”

    “Cat containment is one of those rare measures that’s a win for everyone – it’s better for cats, better for wildlife and better for communities.” >>
    theguardian.com/australia-news
    #pets #cats #roaming #vectors #CatContainment #disease #ticks #BirdFlu #wildlife #biodiversity

    Image: Poster of one of the many missing roaming cats of #Bellingen

  10. Cat containment - from roaming to staying at home

    "Cats are a popular pet in Australia: second only to dogs, they’re found in a third of homes, with about 5.3 million felines nationally."

    "Keeping cats indoors can keep them safe from harm and protect native wildlife. But how can pet owners support their furry friends in making the transition?"

    "When cats catch bird flu, the virus can be deadly. One study, published by the American Veterinary Medical Association, found domestic cats infected with H5N1 had overall mortality rates of 50 to 70%."

    "Keeping pets indoors, contained in outdoor enclosures known as “catios”, or on a harness, also protects native wildlife. Each roaming puss kills about 186 mammals, reptiles and birds every year, according to research by the Threatened Species Recovery Hub."

    “A safe cat is an indoor cat,” says wildlife veterinarian Dr Tania Bishop. “Roaming cats already face threats from cars, snakes, dogs, ticks, powerful owls and disease. With H5 bird flu now at our doorstep, there is also a risk cats could become infected by scavenging or coming into contact with sick or dead birds.”

    “Cat containment is one of those rare measures that’s a win for everyone – it’s better for cats, better for wildlife and better for communities.” >>
    theguardian.com/australia-news
    #pets #cats #roaming #vectors #CatContainment #disease #ticks #BirdFlu #wildlife #biodiversity

    Image: Poster of one of the many missing roaming cats of #Bellingen

  11. Female #antalates can serve as #vectors for introducing #phoreticorganisms, such as #mites, from an established #colony into a newly founded #nest. Hitching a ride on a #youngqueen can be a key #dispersalstrategy for #myrmecophilous #phoreticmites.
    However, some #phoretic species also utilize other routes, such as via #workerants.
    © #StefanFWirth

    Support my work: ko-fi.com/sfwirth

    Reading:
    H. Klompen & K. U. Campbell (2024)
    doi.org/10.1007/s00040-024-010

    #Photos:
    ©S. F. Wirth, L. niger #queen

  12. Female #antalates can serve as #vectors for introducing #phoreticorganisms, such as #mites, from an established #colony into a newly founded #nest. Hitching a ride on a #youngqueen can be a key #dispersalstrategy for #myrmecophilous #phoreticmites.
    However, some #phoretic species also utilize other routes, such as via #workerants.
    © #StefanFWirth

    Support my work: ko-fi.com/sfwirth

    Reading:
    H. Klompen & K. U. Campbell (2024)
    doi.org/10.1007/s00040-024-010

    #Photos:
    ©S. F. Wirth, L. niger #queen

  13. Female #antalates can serve as #vectors for introducing #phoreticorganisms, such as #mites, from an established #colony into a newly founded #nest. Hitching a ride on a #youngqueen can be a key #dispersalstrategy for #myrmecophilous #phoreticmites.
    However, some #phoretic species also utilize other routes, such as via #workerants.
    © #StefanFWirth

    Support my work: ko-fi.com/sfwirth

    Reading:
    H. Klompen & K. U. Campbell (2024)
    doi.org/10.1007/s00040-024-010

    #Photos:
    ©S. F. Wirth, L. niger #queen

  14. Female #antalates can serve as #vectors for introducing #phoreticorganisms, such as #mites, from an established #colony into a newly founded #nest. Hitching a ride on a #youngqueen can be a key #dispersalstrategy for #myrmecophilous #phoreticmites.
    However, some #phoretic species also utilize other routes, such as via #workerants.
    © #StefanFWirth

    Support my work: ko-fi.com/sfwirth

    Reading:
    H. Klompen & K. U. Campbell (2024)
    doi.org/10.1007/s00040-024-010

    #Photos:
    ©S. F. Wirth, L. niger #queen

  15. Female #antalates can serve as #vectors for introducing #phoreticorganisms, such as #mites, from an established #colony into a newly founded #nest. Hitching a ride on a #youngqueen can be a key #dispersalstrategy for #myrmecophilous #phoreticmites.
    However, some #phoretic species also utilize other routes, such as via #workerants.
    © #StefanFWirth

    Support my work: ko-fi.com/sfwirth

    Reading:
    H. Klompen & K. U. Campbell (2024)
    doi.org/10.1007/s00040-024-010

    #Photos:
    ©S. F. Wirth, L. niger #queen

  16. Engineers!
    **Dot Product:** Measures how much two vectors point in the same direction, yielding a scalar.
    Ex: `[a,b] . [c,d] = ac + bd`.
    Pro-Tip: If `v.w = 0`, vectors `v` and `w` are perpendicular. Key for orthogonality checks!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  17. Engineers!
    **Dot Product:** Measures how much two vectors point in the same direction, yielding a scalar.
    Ex: `[a,b] . [c,d] = ac + bd`.
    Pro-Tip: If `v.w = 0`, vectors `v` and `w` are perpendicular. Key for orthogonality checks!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  18. Engineers!
    **Dot Product:** Measures how much two vectors point in the same direction, yielding a scalar.
    Ex: `[a,b] . [c,d] = ac + bd`.
    Pro-Tip: If `v.w = 0`, vectors `v` and `w` are perpendicular. Key for orthogonality checks!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  19. Engineers!
    **Dot Product:** Measures how much two vectors point in the same direction, yielding a scalar.
    Ex: `[a,b] . [c,d] = ac + bd`.
    Pro-Tip: If `v.w = 0`, vectors `v` and `w` are perpendicular. Key for orthogonality checks!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  20. Engineers!
    **Dot Product:** Measures how much two vectors point in the same direction, yielding a scalar.
    Ex: `[a,b] . [c,d] = ac + bd`.
    Pro-Tip: If `v.w = 0`, vectors `v` and `w` are perpendicular. Key for orthogonality checks!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  21. All intro physics textbooks show students how to decompose a vector into components along orthonormal axes. If you know if a textbook that shows how to decompose a vector into components along non-orthonormal axes (e.g. the sides of a parallelogram), please give me the reference. #ITeachPhysics #Vectors

  22. All intro physics textbooks show students how to decompose a vector into components along orthonormal axes. If you know if a textbook that shows how to decompose a vector into components along non-orthonormal axes (e.g. the sides of a parallelogram), please give me the reference. #ITeachPhysics #Vectors

  23. All intro physics textbooks show students how to decompose a vector into components along orthonormal axes. If you know if a textbook that shows how to decompose a vector into components along non-orthonormal axes (e.g. the sides of a parallelogram), please give me the reference. #ITeachPhysics #Vectors

  24. All intro physics textbooks show students how to decompose a vector into components along orthonormal axes. If you know if a textbook that shows how to decompose a vector into components along non-orthonormal axes (e.g. the sides of a parallelogram), please give me the reference. #ITeachPhysics #Vectors

  25. Alright, future engineers!
    **Linear Transformation:** A function that maps vectors, preserving addition & scalar mult.
    Ex: `T(v) = Av` (matrix A transforms vector v).
    Pro-Tip: It 'stretches', 'rotates', or 'reflects' space. Visualize it!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  26. Alright, future engineers!
    **Linear Transformation:** A function that maps vectors, preserving addition & scalar mult.
    Ex: `T(v) = Av` (matrix A transforms vector v).
    Pro-Tip: It 'stretches', 'rotates', or 'reflects' space. Visualize it!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  27. Alright, future engineers!
    **Linear Transformation:** A function that maps vectors, preserving addition & scalar mult.
    Ex: `T(v) = Av` (matrix A transforms vector v).
    Pro-Tip: It 'stretches', 'rotates', or 'reflects' space. Visualize it!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  28. Alright, future engineers!
    **Linear Transformation:** A function that maps vectors, preserving addition & scalar mult.
    Ex: `T(v) = Av` (matrix A transforms vector v).
    Pro-Tip: It 'stretches', 'rotates', or 'reflects' space. Visualize it!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  29. Alright, future engineers!
    **Linear Transformation:** A function that maps vectors, preserving addition & scalar mult.
    Ex: `T(v) = Av` (matrix A transforms vector v).
    Pro-Tip: It 'stretches', 'rotates', or 'reflects' space. Visualize it!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  30. Alright, future engineers!
    **Linear Independence:** Vectors are LI if no vector can be written as a combination of the others.
    Ex: `c1*v1 + c2*v2 = 0` implies `c1=c2=0`.
    Pro-Tip: LI vectors form the building blocks (basis) of a vector space. No redundancy!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  31. Alright, future engineers!
    **Linear Independence:** Vectors are LI if no vector can be written as a combination of the others.
    Ex: `c1*v1 + c2*v2 = 0` implies `c1=c2=0`.
    Pro-Tip: LI vectors form the building blocks (basis) of a vector space. No redundancy!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  32. Alright, future engineers!
    **Linear Independence:** Vectors are LI if no vector can be written as a combination of the others.
    Ex: `c1*v1 + c2*v2 = 0` implies `c1=c2=0`.
    Pro-Tip: LI vectors form the building blocks (basis) of a vector space. No redundancy!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  33. Alright, future engineers!
    **Linear Independence:** Vectors are LI if no vector can be written as a combination of the others.
    Ex: `c1*v1 + c2*v2 = 0` implies `c1=c2=0`.
    Pro-Tip: LI vectors form the building blocks (basis) of a vector space. No redundancy!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  34. Alright, future engineers!
    **Linear Independence:** Vectors are LI if no vector can be written as a combination of the others.
    Ex: `c1*v1 + c2*v2 = 0` implies `c1=c2=0`.
    Pro-Tip: LI vectors form the building blocks (basis) of a vector space. No redundancy!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  35. Alright, future engineers!
    **Dot Product:** A scalar showing how much two vectors point in the same direction.
    Ex: `u . v = u1v1 + u2v2`
    Pro-Tip: If `u . v = 0`, vectors are orthogonal (perpendicular)! Super useful for geometry & projections.
    #LinearAlgebra #Vectors #STEM #StudyNotes

  36. Alright, future engineers!
    **Dot Product:** A scalar showing how much two vectors point in the same direction.
    Ex: `u . v = u1v1 + u2v2`
    Pro-Tip: If `u . v = 0`, vectors are orthogonal (perpendicular)! Super useful for geometry & projections.
    #LinearAlgebra #Vectors #STEM #StudyNotes

  37. Alright, future engineers!
    **Dot Product:** A scalar showing how much two vectors point in the same direction.
    Ex: `u . v = u1v1 + u2v2`
    Pro-Tip: If `u . v = 0`, vectors are orthogonal (perpendicular)! Super useful for geometry & projections.
    #LinearAlgebra #Vectors #STEM #StudyNotes

  38. Alright, future engineers!
    **Dot Product:** A scalar showing how much two vectors point in the same direction.
    Ex: `u . v = u1v1 + u2v2`
    Pro-Tip: If `u . v = 0`, vectors are orthogonal (perpendicular)! Super useful for geometry & projections.
    #LinearAlgebra #Vectors #STEM #StudyNotes

  39. Alright, future engineers!
    **Dot Product:** A scalar showing how much two vectors point in the same direction.
    Ex: `u . v = u1v1 + u2v2`
    Pro-Tip: If `u . v = 0`, vectors are orthogonal (perpendicular)! Super useful for geometry & projections.
    #LinearAlgebra #Vectors #STEM #StudyNotes

  40. **Linear Independence:** Vectors are independent if none can be formed by scaling & adding the others.
    Ex: `[1,0]` and `[0,1]` are independent.
    Pro-Tip: If the only solution to `c1v1 + c2v2 = 0` is `c1=c2=0`, your vectors are independent!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  41. **Linear Independence:** Vectors are independent if none can be formed by scaling & adding the others.
    Ex: `[1,0]` and `[0,1]` are independent.
    Pro-Tip: If the only solution to `c1v1 + c2v2 = 0` is `c1=c2=0`, your vectors are independent!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  42. **Linear Independence:** Vectors are independent if none can be formed by scaling & adding the others.
    Ex: `[1,0]` and `[0,1]` are independent.
    Pro-Tip: If the only solution to `c1v1 + c2v2 = 0` is `c1=c2=0`, your vectors are independent!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  43. **Linear Independence:** Vectors are independent if none can be formed by scaling & adding the others.
    Ex: `[1,0]` and `[0,1]` are independent.
    Pro-Tip: If the only solution to `c1v1 + c2v2 = 0` is `c1=c2=0`, your vectors are independent!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  44. **Linear Independence:** Vectors are independent if none can be formed by scaling & adding the others.
    Ex: `[1,0]` and `[0,1]` are independent.
    Pro-Tip: If the only solution to `c1v1 + c2v2 = 0` is `c1=c2=0`, your vectors are independent!
    #LinearAlgebra #Vectors #STEM #StudyNotes

  45. Alright, future engineers!
    **Dot Product:** A scalar value representing how much two vectors point in the same direction.
    Ex: `[a,b] . [c,d] = ac + bd`
    Pro-Tip: If the dot product is zero, the vectors are orthogonal (perpendicular)!
    #Vectors #LinearAlgebra #STEM #StudyNotes

  46. Alright, future engineers!
    **Dot Product:** A scalar value representing how much two vectors point in the same direction.
    Ex: `[a,b] . [c,d] = ac + bd`
    Pro-Tip: If the dot product is zero, the vectors are orthogonal (perpendicular)!
    #Vectors #LinearAlgebra #STEM #StudyNotes

  47. Alright, future engineers!
    **Dot Product:** A scalar value representing how much two vectors point in the same direction.
    Ex: `[a,b] . [c,d] = ac + bd`
    Pro-Tip: If the dot product is zero, the vectors are orthogonal (perpendicular)!
    #Vectors #LinearAlgebra #STEM #StudyNotes

  48. Alright, future engineers!
    **Dot Product:** A scalar value representing how much two vectors point in the same direction.
    Ex: `[a,b] . [c,d] = ac + bd`
    Pro-Tip: If the dot product is zero, the vectors are orthogonal (perpendicular)!
    #Vectors #LinearAlgebra #STEM #StudyNotes

  49. Alright, future engineers!
    **Dot Product:** A scalar value representing how much two vectors point in the same direction.
    Ex: `[a,b] . [c,d] = ac + bd`
    Pro-Tip: If the dot product is zero, the vectors are orthogonal (perpendicular)!
    #Vectors #LinearAlgebra #STEM #StudyNotes

  50. Alright, future engineers!
    **Dot Product:** A scalar showing how much two vectors align.
    Ex: `v=[1,2], u=[3,4]`. `v.u = 1*3 + 2*4 = 11`.
    Pro-Tip: If `v.u = 0`, vectors are perpendicular! Great for checking orthogonality.
    #LinearAlgebra #Vectors #STEM #StudyNotes