Build a Full Stack Profile Manager App with FastAPI, SQLAlchemy, React & Redux Toolkit In this tutorial, you will learn how to build a production-style full stack web application using modern technologies like FastAPI, SQLAlchemy, React, and Redux Toolkit. What You Will Build Full CRUD Profile Management System Search functionality (backend filtering) Pagination system Global state management with Redux Toolkit REST API with FastAPI Architecture Overview Below is the system architecture of the application: Frontend (React + Redux) ↓ API Calls (Axios) ↓ Backend (FastAPI) ↓ Database (SQLAlchemy ORM) Backend Stack: FastAPI + SQLAlchemy FastAPI is used to build high-performance APIs while SQLAlchemy handles database operations efficiently. Profile Model class Profile(Base): __tablename__ = "profiles" id = Column(Integer, primary_key=True) name = Column(String) email = Column(String) de...

Wave Velocity What is Wave Velocity? Wave velocity is simply the speed at which a wave travels through a medium. More formally, it tells you how fast a disturbance (like sound, light, or water ripples) moves from one point to another. Key Idea Wave velocity depends on two main factors: The frequency of the wave The wavelength (distance between two consecutive crests or compressions) These are related by the formula: v = f × λ Where: v = wave velocity (m/s) f = frequency (Hz) λ = wavelength (meters) Examples Sound waves travel faster in solids than in air Light waves travel fastest in a vacuum Water waves move at speeds depending on depth and gravity Simple Way to Think About It If you drop a stone in water, the ripples spreading outward have a certain speed—that speed is the wave velocity. ...

RF connectors like the BNC connector are used because signals at radio frequencies behave very differently from ordinary low-frequency electrical signals. It’s not just about “connecting two wires”—it’s about preserving signal integrity. Here’s why they’re needed: 1. Controlled impedance At high frequencies, cables act like transmission lines. Connectors such as BNC are designed to maintain a constant impedance (typically 50 Ω or 75 Ω). This prevents reflections, which would otherwise distort or weaken the signal. 2. Shielding against noise RF signals are highly sensitive to interference. BNC connectors provide proper shielding, ensuring that external electromagnetic noise doesn’t corrupt the signal and that the signal itself doesn’t leak out. 3. Secure and stable connection The bayonet locking mechanism (the “twist-and-lock” design) keeps the connection firm. This is important in RF systems where even small mechanical loosening can cause signal loss or fluctuation. ...

  Total Charge on Sphere Finding Total Charge on a Sphere Basic Formula Q = ∫ ρ dV Given Radius R = 30 cm = 0.3 m Charge density ρ = 200 pC/m³ = 200 × 10 -12 C/m³ Step 1: Volume of Sphere V = (4/3) π R³ V = (4/3) π (0.3)³ V = (4/3) π (0.027) V ≈ 0.113 m³ Step 2: Total Charge Q = ρ × V Q = (200 × 10 -12 ) × 0.113 Q ≈ 22.6 × 10 -12 C Final Answer Q ≈ 2.26 × 10 -11 C Important Note: The solution assumes charge density is constant. If density varies with radius, then: Q = ∫₀ᴿ ρ(r) 4πr² dr

  Costas Receiver Costas Receiver A Costas receiver is a type of phase-locked loop (PLL) system widely used in communication systems for carrier recovery, particularly in suppressed-carrier modulation schemes such as Double Sideband Suppressed Carrier (DSB-SC) and Binary Phase Shift Keying (BPSK). It was invented by John P. Costas and is essential for coherent demodulation. Working Principle The Costas receiver operates by splitting the incoming modulated signal into two separate paths. Each path is mixed with a locally generated carrier signal, but with a 90-degree phase difference between them. These signals are passed through low-pass filters to remove high-frequency components. The outputs are multiplied together to generate an error signal, which a...

  Audio Files: Original vs WAV vs MP3 1. The Original Signal The true original signal is a continuous analog sound wave (air pressure variations over time). That’s what your ears hear. 2. WAV File A .wav file stores audio using Pulse-Code Modulation (PCM) : The analog signal is sampled (measured many times per second) Each sample is quantized into numbers Stored as digital data WAV = digitized version of the original signal, not modulated in the radio sense ✔ Very close to original (especially at high sample rates like 44.1 kHz) 3. MP3 File An .mp3 file uses Perceptual Coding : Starts from PCM audio (like WAV) Removes parts humans are less likely to hear Compresses the data significantly MP3 = compressed and modified version of the original signal ✔ Smaller size ❌ Some information permanen...

  RRAM - Resistive Random Access Memory RRAM (Resistive Random Access Memory) Introduction RRAM is a non-volatile memory technology that stores data by changing the resistance of a material. It is considered a promising candidate for next-generation memory and neuromorphic computing systems. Working Principle RRAM operates based on resistive switching, where the application of voltage causes a change in resistance state. High Resistance State (HRS): Represents binary '0' Low Resistance State (LRS): Represents binary '1' Device Structure Top electrode Resistive switching material (metal oxides / 2D materials) Bottom electrode Key Materials Transiti...

     UGC-NET Electronic Science Question Paper With Answer Key Download Pdf [June 2025] Download Question Paper                   2025 | 2024 | 2023 | 2022 | 2021 | 2020 UGC-NET Electronic Science  June 2025 Answers with Explanations Explanations 1. For forming a p-type semiconductor, the dopant must be a trivalent impurity (three valence electrons) so that it creates acceptor levels and holes become the majority carriers. Among the given elements, boron (B) is a group-III element (trivalent). Arsenic (As) and phosphorus (P) are group-V (pentavalent) donors that produce n-type material, and germanium (Ge) is a group-IV element usually used as the semiconductor, not as an acceptor dopant. Hence, doping an intrinsic semiconductor with B produces a p-type semiconductor. 2. The ohmic resistance of a JFET at zero gate bias is given by the standard relation: R DS(on) = V P / I DSS because ...