Certisured

231Vibes

9Followers

83Learn

Certisured is an Edtech based out of Bangalore and is Co-founding team of Wizori - built to provide quick fundamental clarity in form of short vibes.

www.certisured.com

3
Where Do You Go From Here?
Certisured
3 views
1
Problem 29: Can You Build the Whole System?
Certisured
1 views
Problem 28: How Does Everything Work Together?
Certisured
1
Problem 27: Can AI Do the Work end-to-end ?
Certisured
1 views
2
Problem 26: Can Computers Understand Human Language?
Certisured
2 views
1
Problem 25: How Do We Train AI at Scale?
Certisured
1 views
1
Problem 24: Can Data Predict the Future?
Certisured
1 views
1
Problem 23: How Do We Query Massive Data?
Certisured
1 views
1
Problem 22: How Do We Analyze Massive Data?
Certisured
1 views
1
Problem 21: Where Should We Keep Our Secrets?
Certisured
1 views
1
Problem 20: How Do Services Complete One Workflow?
Certisured
1 views
1
Problem 19: How Do Users Find the Right API?
Certisured
1 views
1
Problem 18: Who Manages Thousands of Containers?
Certisured
1 views
1
Problem 17: Code works on my machine only
Certisured
1 views
1
Problem 16: How Do We Release Software Faster?
Certisured
1 views
1
Problem 15: Should Everything Be Public?
Certisured
1 views
1
Problem 14: Who Gets Access to What?
Certisured
1 views
1
Problem 13: How Do We Know Something Is Wrong?
Certisured
1 views
Problem 12: Why Build the Same Infrastructure Again?
Certisured
1
Problem 11: How Do We Process Endless Data?
Certisured
1 views
1
Problem 10: Why Send the Same Message Again and Again?
Certisured
1 views
Problem 9: How Do Independent Services Talk?
Certisured
1
Problem 8: Must We Ask the Database Every Time?
Certisured
1 views
1
Problem 7: Are Files Enough for Business?
Certisured
1 views
2
Problem 6: Do We Really Need a Server?
Certisured
2 views
3
Problem 5: what if demand for machines increases?
Certisured
3 views
1
Problem 4: Who Should Handle the Next User?
Certisured
1 views
3
Problem 3: Shared Object Storage
Certisured
3 views
3
Why Cloud Computing Exists ?
Certisured
3 views
4
Problem 2 : Computer is temporary but, Data is permanent
Certisured
4 views
16
Engineering Problem 1: Renting a Computer
Certisured
16 views
15
Every Cloud Service Begins With a Problem
Certisured
15 views
1
U2.1 — The Art of Breaking Problems Apart
Certisured
1 views
2
U1.7 — Matrices: The Machines That Transform Space
Certisured
2 views
1
U1.6 — Living in High-Dimensional Space
Certisured
1 views
U1.5 — Why Dimensions Matter
Certisured
1
U1.4 — How AI Measures Similarity
Certisured
1 views
2
U1.3 — When Numbers Become Directions
Certisured
2 views
1
U1.2 — The Birth of the Vector
Certisured
1 views
4
Taylor Series : Approximating complex Functions
Certisured
4 views
2
U1.1 — Why Mathematics Became the Language of AI
Certisured
2 views
8
Vibe 2 – AI Doesn't Think. It Predicts.
Certisured
8 views
9
Vibe 1 – The End of Intelligence as an Advantage
Certisured
9 views
Set up your dev environment
Certisured
3
Vibe 8 – Where Do I Begin?
Certisured
3 views
1
Vibe 7 – Why Cybersecurity Has Never Been More Important
Certisured
1 views
Vibe 6 – Do I Need Programming to Learn Cybersecurity?
Certisured
1
Vibe 5 - Is There a Place for Me in Cybersecurity?
Certisured
1 views
Vibe 4 – Career Options in Cybersecurity
Certisured
3
Vibe 3 – Cybersecurity is an Ecosystem
Certisured
3 views
2
Vibe 2 – Who Are We Protecting Systems From?
Certisured
2 views
7
Vibe 1 – Cybersecurity is Not About Hackers
Certisured
7 views
2
Episode 12a — Residual Connections
Certisured
2 views
2
Episode 10 — Multi-Head Attention
Certisured
2 views
4
Episode 9 — The Attention Equation
Certisured
4 views
1
Episode 8 — Values
Certisured
1 views
Episode 7 — Keys
Certisured
1
Episode 6 — Queries
Certisured
1 views
Episode 5 — Self-Attention
Certisured
2
Ep 4 : Why Do Words Need Context?
Certisured
2 views
2
Episode 3 — Embeddings
Certisured
2 views
1
Episode 2 — Tokenization
Certisured
1 views
3
Episode 1 — Why Do Transformers Think in Vectors?
Certisured
3 views
9
Episode 0 — What Is a Transformer?
Certisured
9 views
3 eps4
Hire Purchase, Demystified
Certisured
4 views
3 eps6
Logistic Regression Made Simple
Certisured
6 views
5
Activation Functions - Is it needed ?
Certisured
5 views
2
Episode 6 — Automatic Differentiation: The Mathematics Behind Physics-Informed N
Certisured
2 views
2
Episode 5 — Why Are Differential Equations So Difficult to Solve?
Certisured
2 views
1
Episode 4 : Why Does Nature Speak in Differential Equations?
Certisured
1 views
5
Physics Is Known, But Engineering Hard !
Certisured
5 views
3
Episode 2 — How Does Physics-Informed AI Actually Learn?
Certisured
3 views
1
Physics is back !
Certisured
1 views
5
Physics makes AI more Powerful
Certisured
5 views
11
AI warning for Students
Certisured
11 views
1
MODULE 2 — What the Model Actually Sees (The Anatomy of Context)
Certisured
1 views
8
MODULE 1 — Introduction to Context Engineering
Certisured
8 views
4
Quantum Computing : Fundamentals
Certisured
4 views
3 eps2
Quantum Oracles Unmasked
Certisured
2 views
3
#4 Why complex numbers
Certisured
3 views
2
#3 Math of Quantum Comp
Certisured
2 views
1
#2 : Possibilities collapse to certainty
Certisured
1 views
1
Quantum Computation: From Certainty to Possibility
Certisured
1 views
4 eps1
When Classical Hits the Wall
Certisured
1 views
4 eps1
Why Shores Algorithm Matters
Certisured
1 views
2 eps3
Layer 11: Agentic & Automation Layer
Certisured
3 views
3 eps
Layer 10: Integration Layer
Certisured
3 eps
Layer 9: System Design Layer
Certisured
3 eps1
Layer 8: Identity & Trust Layer
Certisured
1 views
3 eps2
Layer 7: Event & Flow Layer
Certisured
2 views
4 eps1
🧠 The “Forgetting System” Thought Experiment
Certisured
1 views
3 eps2
🎭 Surface vs Reality
Certisured
2 views
3 eps5
⚡ The Illusion of Instant Action
Certisured
5 views
2 eps3
🌍 Chaos → Need for Structure
Certisured
3 views
2 eps6
How the Web Talks Back
Certisured
6 views
2 eps27
Internet Basics, Clearly
Certisured
27 views
4
Gradient Checkpointing in LLM Training
Certisured
4 views
36
How complex is a Quantum Computer ?
Certisured
36 views
7
Power of Mathematics
Certisured
7 views
5
How to get hired ?
Certisured
5 views
2
Why fundamentals are Important
Certisured
2 views
2
How to Master new skills
Certisured
2 views
3 eps6
Phase-Amplitude Modulation, Demystified
Certisured
6 views
3 eps2
When Equations Became Shapes
Certisured
2 views
3 eps2
Numbers Rule, Reality Rebels
Certisured
2 views
4 eps3
Euler’s Life, One Episode
Certisured
3 views
4
Minkowski: Space Realised
Certisured
4 views
3
Cayley : Space Manipulated
Certisured
3 views
2
Grassmann: Space Defined
Certisured
2 views
3
Gödel : But, Math won’t Behave !
Certisured
3 views
3
Hilbert : Forcing Math to Behave
Certisured
3 views
2
Poincaré : Chaos of Order
Certisured
2 views
7
Klein : Simulating Reality
Certisured
7 views
3
Lie : Language of Motion
Certisured
3 views
3
Cantor : Measuring Infinity
Certisured
3 views
2
Dedekind : The Man Numbers Could Trust
Certisured
2 views
2
Boole : The Algebra of Thought
Certisured
2 views
1
Weierstrass : Rigor redefined
Certisured
1 views
1
Abel : Unprovability - Proved !
Certisured
1 views
2
Poisson : The Law of the Unexpected
Certisured
2 views
2
Legendre : Truth from Imperfection
Certisured
2 views
2
Laplace : The Predictable Universe
Certisured
2 views
6
Riemann : Geometry of Reality
Certisured
6 views
1
Cauchy : Birth of Rigor
Certisured
1 views
3
Galois : Died at 20 but unforgettable
Certisured
3 views
1
Gauss : Prince of Mathematics
Certisured
1 views
Euler : Blinded, yet unstoppable !
Certisured
2
Lagrange : Decoding the Nature of Nature
Certisured
2 views
The Bernoullis : Father vs Son
Certisured
1
Newton : Genius & Silence
Certisured
1 views
3
Jacob Bernoulli : Randomness on Trial
Certisured
3 views
2
Leibniz : The man who scripted change
Certisured
2 views
3 eps1
India’s Education Reforms
Certisured
1 views
4 eps3
See Data, Decide Faster
Certisured
3 views
1
How manuscripts are evaluated
Certisured
1 views
3 eps3
Lucky by Being Ready
Certisured
3 views
3
Trees Uprooting : Beware Bengaluru !
Certisured
3 views
2
The Periodic Table Song
Certisured
2 views
2
Rodents Rising : Beware Bengaluru !!
Certisured
2 views
15
WHAT IS WIZORI all about ?
Certisured
15 views
7
MODULE 10 — From Asking to Orchestrating (Final Synthesis)
Certisured
7 views
8
MODULE 9 — Chain of Reasoning (ask “Why This Answer?”)
Certisured
8 views
9
MODULE 8 — Reasoning & Decomposition (Forcing the Model to Think)
Certisured
9 views
7
MODULE 7 — Role & Perspective Prompting (Shifting Intelligence)
Certisured
7 views
9
MODULE 6 — Few Shot Prompting (Teaching the model)
Certisured
9 views
7
MODULE 5 — Zero Shot Prompting (The First Control Lever)
Certisured
7 views
3 eps6
How MFCCs Hear Speech
Certisured
6 views
4
AUDIO DATA – PREPROCESSING
Certisured
4 views
18
MODULE 4 — The Structure of a Powerful Prompt
Certisured
18 views
15
MODULE 3 — Inside the LLM Brain
Certisured
15 views
33
MODULE 2 — What Prompt Engineering Really Is (Verbatim Narration) Most people th
Certisured
33 views
49
MODULE 1 — LLM’s are like Guitars
Certisured
49 views
2 eps9
Determinants Made Clear
Certisured
9 views
3 eps14
Entropy Makes Decisions Clear
Certisured
14 views
8
Portfolio: LinkedIn + GitHub
Certisured
8 views
3 eps10
Build Proof, Not Projects
Certisured
10 views
3 eps9
From Resume to Proof
Certisured
9 views
10
Placement process at Certisured
Certisured
10 views
3 eps7
The Beauty of Nash
Certisured
7 views
4
Blaise Pascal : Negotiating with Uncertainty
Certisured
4 views
4 eps6
Max and Argmax
Certisured
6 views
3 eps4
The Many Faces of Vedanta
Certisured
4 views
28
Why to choose CERTISURED as your learning partner ?
Certisured
28 views
3 eps26
Why Buyers Move Markets
Certisured
26 views
3 eps15
Calculus for Engineers
Certisured
15 views
3 eps4
Taming Equations Step by Step
Certisured
4 views
3 eps2
Blaise Pascal (1623–1662) : The man who found order in uncertainty
Certisured
2 views
3 eps3
Pierre de Fermat (1607–1665) : A lawyer obsessed with numbers.
Certisured
3 views
3 eps2
René Descartes: Geometry Made Real
Certisured
2 views
2 eps2
Fibonacci (1170–1250) : The man who revealed nature’s counting pattern
Certisured
2 views
3 eps8
Al-Khwarizmi and the Birth of Steps
Certisured
8 views
3 eps2
Whispering Secrets of x
Certisured
2 views
3 eps2
Hypatia’s Light, Silenced
Certisured
2 views
4 eps3
Archimedes: man who made hidden forces speak
Certisured
3 views
3 eps1
Cassandra vs Scylla: Choose Wisely
Certisured
1 views
2 eps5
Building Better Knowledge Systems
Certisured
5 views
4 eps5
Advanced YouTube Growth
Certisured
5 views
3 eps2
Euclid Forces Space to Obey
Certisured
2 views
4 eps3
Why Smart People Decide Badly
Certisured
3 views
3 eps2
Where Money Really Comes From
Certisured
2 views
3 eps8
Cloud City Made Simple
Certisured
8 views
3 eps5
Tiny Joys, Big Chemistry
Certisured
5 views
3 eps6
How SVMs Draw Smart Boundaries
Certisured
6 views
3 eps2
How Audio Becomes Insight
Certisured
2 views
3 eps5
Bode Plots Made Clear
Certisured
5 views
3 eps
Joins Made Intuitive
Certisured
3 eps1
Matter’s Secret Recipe
Certisured
1 views
4 eps9
Python OOP, Made Clear
Certisured
9 views
4 eps3
Making a Short Film
Certisured
3 views
4 eps6
Plant Reproduction, Step by Step
Certisured
6 views
3 eps2
Why Hash Collisions Happen
Certisured
2 views
3 eps6
Permutation: The Race
Certisured
6 views
2 eps6
Find the Train’s Length
Certisured
6 views
3 eps3
Win Corporate Accounts
Certisured
3 views
2 eps3
Biophilic Design, Applied Wisely
Certisured
3 views
4 eps31
Choose the Right Chart
Certisured
31 views
3 eps9
Why MongoDB Wins Now
Certisured
9 views
4 eps3
From Z-Scores to the Bell Curve
Certisured
3 views
2 eps1
Chunking: Make Complexity Usable
Certisured
1 views
3 eps3
Inside the GPU Brain
Certisured
3 views
3 eps15
Generative AI, Explained
Certisured
15 views
3 eps4
How Machines Find Meaning
Certisured
4 views
4 eps6
Attention Mechanisms, Deeper
Certisured
6 views
3 eps7
Logs: The Growth Decoder
Certisured
7 views
4 eps4
Chance, Clues, and Smart Guesses
Certisured
4 views
3 eps1
Sophie Germain: Genius Unstoppable
Certisured
1 views
4 eps1
Return Strong After a Gap
Certisured
1 views
3 eps1
Ramanujan: Genius Against the Odds
Certisured
1 views
2 eps3
The Boy Who Saw Patterns
Certisured
3 views
4 eps2
The Infinite Rebel
Certisured
2 views
3 eps4
Galois: Genius, Duel, Legacy
Certisured
4 views
3 eps2
Newton’s Rare Genius
Certisured
2 views
3 eps8
The Mind Behind Symmetry
Certisured
8 views
4 eps2
How Biostimulants Work
Certisured
2 views
Mock Theta Functions: From Ramanujan to Black Holes
Certisured
4 eps4
From BCom to Business Analyst
Certisured
4 views
3 eps3
ಕಪ್ಪು ರಂಧ್ರಗಳ ಅಚ್ಚರಿ ಗಣಿತ
Certisured
3 views
3 eps1
The Problem — Understanding Curves
Certisured
1 views
3 eps9
Images Are Data
Certisured
9 views
2 eps1
Lambda Expressions, Demystified
Certisured
1 views
4 eps4
Functions: Modular Code Made Real
Certisured
4 views
3 eps1
Material Management Mastery
Certisured
1 views
2 eps2
ಎರಡೂ ಎಣಿಕೆ, ಬೇರೆ ಲಾಜಿಕ್
Certisured
2 views
4 eps8
Python’s Data Model
Certisured
8 views
3 eps21
Python Syntax, Deeper
Certisured
21 views
3 eps1
Foundry’s Deeper Data Shift
Certisured
1 views
3 eps3
Advanced Inquiry Over Fantasy
Certisured
3 views
2 eps8
The Knowledge Stack
Certisured
8 views
5 eps3
From Containers to Orchestration
Certisured
3 views
3 eps2
Kalman Filters, Demystified
Certisured
2 views
5 eps3
ಯಂತ್ರ ಕಲಿಕೆಯ ಎರಡು ದಾರಿ
Certisured
3 views

Where Do You Go From Here?

Problem 29: Can You Build the Whole System?

Problem 28: How Does Everything Work Together?

Problem 27: Can AI Do the Work end-to-end ?

Problem 26: Can Computers Understand Human Language?

Problem 25: How Do We Train AI at Scale?

Problem 24: Can Data Predict the Future?

Problem 23: How Do We Query Massive Data?

Problem 22: How Do We Analyze Massive Data?

Problem 21: Where Should We Keep Our Secrets?

Problem 20: How Do Services Complete One Workflow?

Problem 19: How Do Users Find the Right API?

Problem 18: Who Manages Thousands of Containers?

Problem 17: Code works on my machine only

Problem 16: How Do We Release Software Faster?

Problem 15: Should Everything Be Public?

Problem 14: Who Gets Access to What?

Problem 13: How Do We Know Something Is Wrong?

Problem 12: Why Build the Same Infrastructure Again?

Problem 11: How Do We Process Endless Data?

Problem 10: Why Send the Same Message Again and Again?

Problem 9: How Do Independent Services Talk?

Problem 8: Must We Ask the Database Every Time?

Problem 7: Are Files Enough for Business?

Problem 6: Do We Really Need a Server?

Problem 5: what if demand for machines increases?

Problem 4: Who Should Handle the Next User?

Problem 3: Shared Object Storage

Why Cloud Computing Exists ?

Problem 2 : Computer is temporary but, Data is permanent

Engineering Problem 1: Renting a Computer

Every Cloud Service Begins With a Problem

U2.1 — The Art of Breaking Problems Apart

U1.7 — Matrices: The Machines That Transform Space

U1.6 — Living in High-Dimensional Space

U1.5 — Why Dimensions Matter

U1.4 — How AI Measures Similarity

U1.3 — When Numbers Become Directions

U1.2 — The Birth of the Vector

Taylor Series : Approximating complex Functions

U1.1 — Why Mathematics Became the Language of AI

Vibe 2 – AI Doesn't Think. It Predicts.

Vibe 1 – The End of Intelligence as an Advantage

Set up your dev environment

Vibe 8 – Where Do I Begin?

Vibe 7 – Why Cybersecurity Has Never Been More Important

Vibe 6 – Do I Need Programming to Learn Cybersecurity?

Vibe 5 - Is There a Place for Me in Cybersecurity?

Vibe 4 – Career Options in Cybersecurity

Vibe 3 – Cybersecurity is an Ecosystem

Vibe 2 – Who Are We Protecting Systems From?

Vibe 1 – Cybersecurity is Not About Hackers

Episode 12a — Residual Connections

Episode 10 — Multi-Head Attention

Episode 9 — The Attention Equation

Episode 8 — Values

Episode 7 — Keys

Episode 6 — Queries

Episode 5 — Self-Attention

Ep 4 : Why Do Words Need Context?

Episode 3 — Embeddings

Episode 2 — Tokenization

Episode 1 — Why Do Transformers Think in Vectors?

Episode 0 — What Is a Transformer?

Hire Purchase, Demystified

Logistic Regression Made Simple

Activation Functions - Is it needed ?

Episode 6 — Automatic Differentiation: The Mathematics Behind Physics-Informed N

Episode 5 — Why Are Differential Equations So Difficult to Solve?

Episode 4 : Why Does Nature Speak in Differential Equations?

Physics Is Known, But Engineering Hard !

Episode 2 — How Does Physics-Informed AI Actually Learn?

Physics is back !

Physics makes AI more Powerful

AI warning for Students

MODULE 2 — What the Model Actually Sees (The Anatomy of Context)

MODULE 1 — Introduction to Context Engineering

Quantum Computing : Fundamentals

Quantum Oracles Unmasked

#4 Why complex numbers