Pradeep

Learning is everytime

[Pradeep @pkr2026]

Need of the hour

[Mathematica @mathemetica]

Data structures scale by adding dimensions. A scalar is a single number. A vector is a one-dimensional array that can be a row of shape 1×3 or a column of shape 3×1. A matrix is a two-dimensional array of numbers arranged in rows and columns. A tensor is a multi-dimensional array with three or more dimensions.

Neural network training processes batches of multi-channel images as 4D tensors in convolutional models for object recognition.

[Electrical Knowledge @electric_4u]

Understanding Resistor Color Codes and Values

[Electrical Knowledge @electric_4u]

How to Identify Components on a Circuit Board

[Satish Acharya @satishacharya]

'Don't waste our time' #YouthProtests

[Pradeep @pkr2026]

@tollywood @VoicesOfAndhra @ysjagan It’s not me Anna the members have gone

[knowledge hub @knowl_edge01]

Different Types of Jet Engines

[SciTech Era @SciTechera]

BIG BREAKTHROUGH:

🚨 Scientists just unveiled the world's first commercial 512-qubit diamond quantum computer that runs at room temperature.

"A German startup SAXON Q has commercially launched its SXQ128 and SXQ512 quantum computers, featuring 128 and 512 physical qubits, respectively."

"The company says these are the first diamond nitrogen-vacancy (NV) quantum processors to scale beyond 100 qubits, operating entirely at room temperature without cryogenic cooling."

"Instead of dilution refrigerators or liquid helium, the systems use nitrogen-vacancy (NV) centers in synthetic diamonds to control electron and nuclear spins. "

"Each Quantum Core delivers 8 fully entangled qubits on the SXQ128 and 16 fully entangled qubits on the SXQ512, powered by a modular multi-core architecture."

"The processors achieve up to 99.92% quantum gate fidelity, averaging fewer than one error per 1,000 operations, while fitting inside standard server racks and running on normal electrical power with no specialized environmental controls."

"SAXON Q also claims its systems deliver 6× to 10× better energy efficiency than GPU clusters running equivalent workloads."

"To manufacture the chips, the company developed a patented sulfur co-implantation process, increasing diamond qubit creation yield from the industry's typical 1-10% to over 85%, enabling scalable production."

"Backed by 220+ patents and patent applications, SAXON Q says its roadmap extends toward 10,000-qubit architectures and eventually chip-scale quantum coprocessors."

SXQ128 systems will begin shipping within three months, while SXQ512 deliveries are scheduled for Q2 2027.

Acceleration is everywhere!

[Mathematica @mathemetica]

Simple harmonic motion occurs when a restoring force directly opposes displacement, creating a precise quarter-cycle phase shift between position, velocity, and acceleration.

As kinetic and potential energy continuously trade off at twice the system's fundamental frequency, total mechanical energy remains conserved throughout the oscillation.

[Math Hub @mathhub_vn]

3D visualization of Euler’s formula

[Engineering Knowledge @DP0STS]

KINETIC ENERGY vs POTENTIAL ENERGY

[RayPCB @RaymingTech]

Types of Converters

[XMath Tricks @XMathTricks]

Cube root easy method ✍️✅

[Math Files @Math_files]

The hardest math problem, there are many extremely difficult ones, like the Goldbach Conjecture and the Navier–Stokes equations. But among them all, the one that truly takes the crown is the Riemann Hypothesis.

Proposed in 1859 by Bernhard Riemann, the Riemann Hypothesis is a mathematical conjecture about the distribution of prime numbers—numbers like 2, 3, 5, 7, and so on.

It states that every non-trivial zero of the Riemann zeta function has a real part equal to 1/2.

This conjecture has remained unsolved for over 160 years. Although there have been several attempts to prove it—including one in 2002 by Michael Atiyah—none have been universally accepted by the mathematical community.

The Riemann Hypothesis is both incredibly complex and profoundly important. So important, in fact, that anyone who proves it can win a prize of $1 million from the Clay Mathematics Institute.

And yet, despite all efforts, it remains one of the greatest unsolved mysteries in mathematics.

[Cliff Pickover @pickover]

Unveiling the Mathematical Symphony of the Universe.

Deciphering the "Mind of God."

[Harsh Goenka @hvgoenka]

This is the BYD factory in China and like the Reliance operations in Jamnagar goes on and on and on…

[Engineer Things @EngineerThing]

Semiconductors Explained

[Angel Lamiya @LamiyaMst52292]

A Quice Guide To Regression Algorithms For Machine Learning.💥
Understand the most common regression algorithms at a glance.🪄

Follow me.

[The Math Mastery @naturevx0]

Series Formulas

[The Math Mastery @naturevx0]

The Trigonometry 😶‍🌫️
Identities of trigonometry 😶‍🌫️
Trigonometry formulae 💀
The formulation of Trigonometry 👑
“Master the language of angles 📐
Trigonometric identities — the backbone of higher mathematics.”