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[Data Science] Side Project: Paddy Doctor Side Project: Paddy Doctor 포스트 난이도: HOO_Senior [Notice] 포스트 난이도에 대한 설명 안녕하세요, HOOAI의 Henry입니다. Bro들의 질문에 대한 내용을 우선적으로 포스팅이 되다 보니 각각의 포스트에 대한 난이도가 달라서 난이도에 대한 부분을 작성하면 좋겠다는 의견을 들었습니다 whoishoo.tistory.com # Kaggle - Paddy Doctor URL: https://www.kaggle.com/competitions/paddy-disease-classification Paddy Doctor: Paddy Disease Classification | Kaggle www.kaggle.com End Date: 8/31/2022 Paddy Doctor p.. 2022. 7. 3.
[Q&A] 미국에는 학부 졸업생 데이터사이언티스트를 고용하는 회사가 있나요? 미국에는 학부 졸업생 데이터 사이언티스트를 고용하는 회사가 있나요? # 데이터 사이언티스트 Data scientist 또는 데이터 사이언티스트는 데이터 분석을 주요하게 다루는 개발자를 의미한다. 데이터를 분류하고 분석하는 과정에서 머신러닝을 사용하게 되기 때문에 인공지능 개발자의 한 분류로 나눠지기도 한다. 데이터 사이언티스트의 경우에는 데이터 기반 인공지능 기술이 활성화되면서 대중적으로 알려진 개발자 분야에 해당한다. 기본적으로 데이터를 다루는 지식뿐만 아니라 스킬을 보유하고 있으면서도 인공지능 프로그래밍을 통해서 최적화된 데이터를 산출해낼 수 있어야 하기 때문에 국내의 경우에는 석박사급부터 데이터 사이언티스트로 채용이 되는 실정이다. # 미국 학부생 데이터 사이언티스트 특히 국내의 경우에는 과거 석사.. 2022. 7. 3.
[Q&A] 미국 한인 회사를 검색하려면 어떻게 해야 할까요? 미국 한인 회사를 검색하려면 어떻게 해야 할까요? # 미국 회사 검색 한국에서는 취업이나 이직을 하기 전에 회사를 검색하고 알아보는 사이트가 있다. 대표적으로 잡코리아나 사람인 등을 통해서 회사를 검색하고 알아본다. 최근에는 미국 유학생이 많아졌고 유학생이 아니더라도 국내에서 미국 개발자로 취업하려는 사람들이 비교적 많아졌다. 그렇다 보니 국내에서 미국 회사를 검색하는 방법에 대해 막막해하는 경우가 종종 있다. 이 질문을 한 Bro 역시 미국으로 개발자 일을 하러 오려고 하지만 미국 회사에 대한 검색과 비교 분석을 어떻게 해야 할지 어려움을 느끼고 있었다. # 구글 커리어 https://careers.google.com/ Build for Everyone - Google Careers Careers at.. 2022. 7. 3.
[Data Science] Side Project: VAST Challenge 2022 VAST Challenge 2022 포스트 난이도: HOO_Senior [Notice] 포스트 난이도에 대한 설명 안녕하세요, HOOAI의 Henry입니다. Bro들의 질문에 대한 내용을 우선적으로 포스팅이 되다 보니 각각의 포스트에 대한 난이도가 달라서 난이도에 대한 부분을 작성하면 좋겠다는 의견을 들었습니다 whoishoo.tistory.com # VAST 2022 https://vast-challenge.github.io/2022/ VAST Challenge 2022 Submissions due: July 13, 2022 11:59PM AOE Challenge Overview In Engagement, Ohio, the future is now! For years this sleepy bedroom.. 2022. 7. 2.
[PHYS] Example Question: A ball is attached to a filament of length L = 24.7 cm and suspended from the ceiling, as shown in the figure. A uniform electric field points to the right in the figure. When 𝜃 = 14.7°, the ball is in equilibrium. Find the .. Example Question # Question A ball is attached to a filament of length L = 24.7 cm and suspended from the ceiling, as shown in the figure. A uniform electric field points to the right in the figure. When 𝜃 = 14.7°, the ball is in equilibrium. Find the net charge on the ball (in µC). If the electric field is suddenly turned off, what is the speed of the ball at the bottom of its swing (in m/s)? #.. 2022. 7. 1.
[PHYS] Example Question: Consider an electric field perpendicular to a table top. When a small charged sphere of mass 3.76 g and charge −17.9 µC is carefully placed in the field, the sphere is in static equilibrium. What are the magnitude and directi.. Example Question # Question Consider an electric field perpendicular to a table top. When a small charged sphere of mass 3.76 g and charge −17.9 µC is carefully placed in the field, the sphere is in static equilibrium. What are the magnitude and direction of the electric field? (Give the magnitude in N/C.) # Explanation 2022. 7. 1.
[PHYS] Example Question: In the Bohr theory of the hydrogen atom, an electron moves in a circular orbit about a proton, assume the radius of the orbit is 5.29 10-11 m. Example Question # Question In the Bohr theory of the hydrogen atom, an electron moves in a circular orbit about a proton, assume the radius of the orbit is 5.29*10^(-11)m. Find the magnitude of the electric force exerted on each particle. If this force causes the centripetal acceleration of the electron, what is the speed of the electron? # Explanation Find the magnitude of the electric force e.. 2022. 7. 1.
[PHYS] Example Question: Three charged particles are located at the corners of an equilateral triangle as shown in the figure below (let q = 2.10 µC, and L = 0.940 m). Calculate the total electric force on the 7.00-µC charge. Example Question # Question Three charged particles are located at the corners of an equilateral triangle as shown in the figure below (let q = 2.10 µC, and L = 0.940 m). Calculate the total electric force on the 7.00-µC charge. # Explanation 2022. 7. 1.
[PHYS] Example Question: Two protons in a molecule are 3.50 10-10 m apart. Find the electric force exerted by one proton on the other. Example Question # Question Two protons in a molecule are 3.50*10^(-10)m apart. Find the electric force exerted by one proton on the other. State how the magnitude of this force compares with the magnitude of the gravitational force exerted by one proton on the other. What must be a particle's charge-to-mass ratio if the magnitude of the gravitational force between two of these particles is equa.. 2022. 7. 1.
[HOO's Life] 발표를 정말 많이 하는 미국 CS 전공 유학생 발표를 정말 많이 하는 미국 CS 전공 유학생 # 미국 CS 전공자 우선 미국 대학교에서는 한국보다도 발표를 정말 중요하게 생각하고 많이 한다는 건 알려진 사실이다. 그런데 CS(Computer Science) 전공자인 경우에도 발표가 정말 많고 중요하다. CS 전공자가 발표할 일이 뭐가 있냐 싶겠지만 학부 때 수업마다 발표를 정말 많이 시킨다. CS 전공 수업에는 대부분 수업 프로젝트가 포함되어 있는데, 여기서 만드는 프로그램이나 특정 연구 프로젝트에 대한 부분을 발표해야 한다. 물론 Business 계열 학과의 경우 매일이 토론과 발표라고 하지만, CS 전공자의 경우에도 발표를 정말 많이 하는 편이다. # 수업마다 발표는 필수이다. 미국에서 CS 전공으로 유학하는 학생들의 경우에는 발표를 두려워해서는.. 2022. 6. 29.
[HOO's Life] 미국 유학생의 미국 개발자 취업 미국 유학생의 미국 개발자 취업 # CS 전공 미국 유학생 한국에서 개발자로 일하기 위해서나 별도의 오퍼를 받고 미국으로 오는 케이스도 있지만 필자가 이번 포스트에서 이야기를 나눌 주제는 미국 유학생이 졸업 후에 미국 개발자로 취업하기 위해서 준비해야 하는 것들이다. 사실 취업에 필요한 구체적인 자료는 충분히 검색이나 직접 물어봄으로써 정해진 규정대로 준비하면 된다. 필자가 이야기하고 싶은 부분은 컴퓨터 전공, 특히 필자가 나온 CS 전공에서 졸업 전에 미국 유학생이 준비해야 하는 것들이다. 준비만 된다면 CS 학부생 나름 좋은 대학교 기준으로 대부분은 테슬라, 구글, 아마존 등과 같은 대기업에 입사하는 편이다. CS 전공이라도 학교마다 집중하는 분야가 각기 다르기 때문에 보통 한 회사로 집중되는 성향을.. 2022. 6. 28.
[PHYS] Example Question: A sinusoidal voltage Δv = 37.5 sin(100t), where Δv is in volts and t is in seconds, is applied to a series RLC circuit with L = 170 mH, C = 99.0 µF, and R = 74.0 Ω. Example Question # Question A sinusoidal voltage Δv = 37.5 sin(100t), where Δv is in volts and t is in seconds, is applied to a series RLC circuit with L = 170 mH, C = 99.0 µF, and R = 74.0 Ω. What is the impedance (in Ω) of the circuit? What is the maximum current (in A)? Determine the numerical value for 𝜔 (in rad/s) in the equation i = Imax sin(𝜔t − 𝜑). Determine the numerical value for 𝜑 (in.. 2022. 6. 27.
Example Question: On a printed circuit board, a relatively long, straight conductor and a conducting rectangular loop lie in the same plane as shown in the figure below. Taking h = 0.300 mm, w = 1.20 mm, and ℓ = 2.20 mm, find their mutual inductance. Example Question # Question On a printed circuit board, a relatively long, straight conductor and a conducting rectangular loop lie in the same plane as shown in the figure below. Taking h = 0.300 mm, w = 1.20 mm, and ℓ = 2.20 mm, find their mutual inductance. # Explanation 2022. 6. 27.
[PHYS] Example Question: Two coils are close to each other. The first coil carries a current given by i(t) = 5.80e−0.0250t sin 120𝜋t, where i is in amperes and t is in seconds. At t = 0.855 s, the emf measured across the second coil is −2.90 V. W.. Example Question # Question Two coils are close to each other. The first coil carries a current given by i(t) = 5.80e−0.0250t sin120𝜋t, where i is in amperes and t is in seconds. At t = 0.855 s, the emf measured across the second coil is −2.90 V. What is the mutual inductance of the coils? # Explanation 2022. 6. 27.
[PHYS] Example Question: In a certain series RLC circuit, Irms = 9.00 A, ΔVrms = 245 V, and the current leads the voltage by 30.0°. Example Question # Question In a certain series RLC circuit, Irms = 9.00 A, ΔVrms = 245 V, and the current leads the voltage by 30.0°. What is the total resistance (in Ω) of the circuit? Calculate the reactance (in Ω) of the circuit (XL − XC). # Explanation What is the total resistance (in Ω) of the circuit? Calculate the reactance (in Ω) of the circuit (XL − XC). 2022. 6. 27.
[PHYS] Example Question: The switch in the figure below is open for t < 0 and is then thrown closed at time t = 0. Assume R = 2.00 Ω, L = 9.00 H, and e m f = 12.0 V. Find the following as functions of time thereafter. (Do not enter units in your answer.. Example Question # Question The switch in the figure below is open for t < 0 and is then thrown closed at time t = 0. Assume R = 2.00 Ω, L = 9.00 H, and e m f = 12.0 V. Find the following as functions of time thereafter. # Explanation 2022. 6. 27.
[PHYS] Example Question: Consider the circuit shown in the figure below where L = 5.50 mH and R2 = 465 Ω. Example Question # Question Consider the circuit shown in the figure below where L = 5.50 mH and R2 = 465 Ω. (a) When the switch is in position a, for what value of R1 will the circuit have a time constant of 15.3 µs? (b) What is the current in the inductor at the instant the switch is thrown to position b? # Explanation (a) When the switch is in position a, for what value of R1 will the circuit.. 2022. 6. 27.
[PHYS] Example Question: An LC circuit like that in the figure below consists of a 3.30-H inductor and an 834-pF capacitor that initially carries a 122-𝜇C charge. The switch is open for t < 0 and is then thrown closed at t = 0. Compute the following .. Example Question # Question An LC circuit like that in the figure below consists of a 3.30-H inductor and an 834-pF capacitor that initially carries a 122-𝜇C charge. The switch is open for t < 0 and is then thrown closed at t = 0. Compute the following quantities at t = 5.00 ms. the energy stored in the capacitor the total energy in the circuit the energy stored in the inductor # Explanation the.. 2022. 6. 27.
[PHYS] Example Question: In the figure below, let R = 7.50 Ω, L = 2.10 mH, and C = 1.90 µF. Example Question # Question In the figure below, let R = 7.50 Ω, L = 2.10 mH, and C = 1.90 µF. (a) Calculate the frequency of the damped oscillation of the circuit when the switch is thrown to position b. (b) What is the critical resistance for damped oscillations? # Explanation 2022. 6. 27.
[PHYS] Example Question: A 102-turn square coil of side 20.0 cm rotates about a vertical axis at w = 1.25*10^3 rev/min as indicated in the figure below. The horizontal component of Earth's magnetic field at the coil's location is equal to 2.00*10^(-5)T. Example Question # Question A 102-turn square coil of side 20.0 cm rotates about a vertical axis at w = 1.25*10^3 rev/min as indicated in the figure below. The horizontal component of Earth's magnetic field at the coil's location is equal to 2.00*10^(-5)T. # Explanation 2022. 6. 26.
[PHYS] Example Question: A rectangular loop of area A = 0.150 m2 is placed in a region where the magnetic field is perpendicular to the plane of the loop. The magnitude of the field is allowed to vary in time according to B = 0.400e−t/2.00, where B is.. Example Question # Question A rectangular loop of area A = 0.150 m2 is placed in a region where the magnetic field is perpendicular to the plane of the loop. The magnitude of the field is allowed to vary in time according to B = 0.400e−t/2.00, where B is in teslas and t is in seconds. The field has the constant value 0.400 T for t < 0. What is the value for eplison at t = 8.000 s? # Explanation 2022. 6. 26.
[PHYS] Example Question: The figure below is a cross-sectional view of a coaxial cable. The center conductor is surrounded by a rubber layer, an outer conductor, and another rubber layer. In a particular application, the current in the inner conductor i.. Example Question # Question The figure below is a cross-sectional view of a coaxial cable. The center conductor is surrounded by a rubber layer, an outer conductor, and another rubber layer. In a particular application, the current in the inner conductor is I1 = 1.12 A out of the page and the current in the outer conductor is I2 = 3.12 A into the page. Assuming the distance d = 1.00 mm, answer t.. 2022. 6. 26.
[PHYS] Example Question: In the figure below, the current in the long, straight wire is I1 = 7.00 A and the wire lies in the plane of the rectangular loop, which carries a current I2 = 10.0 A. The dimensions in the figure are c = 0.100 m, a = 0.150 m, a.. Example Question # Question In the figure below, the current in the long, straight wire is I1 = 7.00 A and the wire lies in the plane of the rectangular loop, which carries a current I2 = 10.0 A. The dimensions in the figure are c = 0.100 m, a = 0.150 m, and L = 0.460 m. Find the magnitude and direction of the net force exerted on the loop by the magnetic field created by the wire. # Explanation 2022. 6. 26.
[PHYS] Example Question: Two long, parallel wires carry currents of I1 = 3.35 A and I2 = 4.60 A in the directions indicated in the figure below, where d = 25.0 cm. (Take the positive x direction to be to the right.) Example Question # Question Two long, parallel wires carry currents of I1 = 3.35 A and I2 = 4.60 A in the directions indicated in the figure below, where d = 25.0 cm. (Take the positive x direction to be to the right.) Find the magnitude and direction of the magnetic field at a point midway between the wires. # Explanation Find the magnitude and direction of the magnetic field at a point midway .. 2022. 6. 26.
[PHYS] Example Question: A current path shaped as shown in the figure produces a magnetic field at P, the center of the arc. If the arc subtends an angle of 𝜃 = 25.0° and the radius of the arc is 0.400 m, what are the magnitude and direction of the .. Example Question # Question A current path shaped as shown in the figure produces a magnetic field at P, the center of the arc. If the arc subtends an angle of 𝜃 = 25.0° and the radius of the arc is 0.400 m, what are the magnitude and direction of the field produced at P if the current is 3.00 A? # Explanation 2022. 6. 26.
[PHYS] Example Question: A conductor consists of a circular loop of radius R = 30.0 cm and two long, straight sections as shown in the figure below. The wire lies in the plane of the screen and carries a current I = 2.70 A. Find the magnetic field at th.. Example Question # Question A conductor consists of a circular loop of radius R = 30.0 cm and two long, straight sections as shown in the figure below. The wire lies in the plane of the screen and carries a current I = 2.70 A. Find the magnetic field at the center of the loop. # Exaplanation 2022. 6. 26.
[PHYS] Example Question: (a) A conducting loop in the shape of a square of edge length ℓ = 0.380 m carries a current I = 10.2 A as in the figure above. Calculate the magnitude and direction of the magnetic field at the center of the square. Example Question # Question (a) A conducting loop in the shape of a square of edge length ℓ = 0.380 m carries a current I = 10.2 A as in the figure above. Calculate the magnitude and direction of the magnetic field at the center of the square. (b) If this conductor is reshaped to form a circular loop and carries the same current, what is the value of the magnetic field at the center? # Explanati.. 2022. 6. 26.
[PHYS] Example Question: A technician wearing a brass bracelet enclosing area 0.00500 m2 places her hand in a solenoid whose magnetic field is 2.00 T directed perpendicular to the plane of the bracelet. The electrical resistance around the circumference.. Example Question # Question A technician wearing a brass bracelet enclosing area 0.00500 m2 places her hand in a solenoid whose magnetic field is 2.00 T directed perpendicular to the plane of the bracelet. The electrical resistance around the circumference of the bracelet is 0.0200 ohm. An unexpected power failure causes the field to drop to 0.60 T in a time of 24.0 ms. (a) Find the current indu.. 2022. 6. 25.
[PHYS] Example Question: The figure below shows a bar of mass m = 0.280 kg that can slide without friction on a pair of rails separated by a distance ℓ = 1.20 m and located on an inclined plane that makes an angle 𝜃 = 26.0° with respect to the gro.. Example Question # Question The figure below shows a bar of mass m = 0.280 kg that can slide without friction on a pair of rails separated by a distance ℓ = 1.20 m and located on an inclined plane that makes an angle 𝜃 = 26.0° with respect to the ground. The resistance of the resistor is R = 3.90 Ω and a uniform magnetic field of magnitude B = 0.500 T is directed downward, perpendicular to the g.. 2022. 6. 25.
[PHYS] Example Question: A toroid having a rectangular cross section (a = 2.00 cm by b = 3.00 cm) and inner radius R = 3.75 cm consists of 500 turns of wire that carries a sinusoidal current I = Imax sin 𝜔t, with Imax = 55.0 A and a frequency f = .. Example Question # Question A toroid having a rectangular cross section (a = 2.00 cm by b = 3.00 cm) and inner radius R = 3.75 cm consists of 500 turns of wire that carries a sinusoidal current I = Imax sin 𝜔t, with Imax = 55.0 A and a frequency f = 𝜔/2𝜋 = 60.0 Hz. A coil that consists of 20 turns of wire links with the toroid, as shown in the figure. Determine the emf induced in the coil as a f.. 2022. 6. 25.
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