Канал: CS Folks

Empowered Action: A Guided Meditation to Overcome Procrastination

Empowered Action: A Guided Meditation to Overcome Procrastination

What is Consistent Hashing?

What is Consistent Hashing?

Introduction to System Design

Introduction to System Design

Self Worth: A Guided Meditation

Self Worth: A Guided Meditation

Understand Dijkstra algorithm through leetcode example. (Hindi)

Understand Dijkstra algorithm through leetcode example. (Hindi)

Topological sort hard questions leetcode (in Hindi)

Topological sort hard questions leetcode (in Hindi)

Topological sorting explained - Kahn's Algorithm (in Hindi)

Topological sorting explained - Kahn's Algorithm (in Hindi)

15 Days Of Leetcode: Day 2

15 Days Of Leetcode: Day 2

15 Days Of Leetcode: Day 1

15 Days Of Leetcode: Day 1

How To Store Billions of Messages: Systems Design

How To Store Billions of Messages: Systems Design

Vecros: Start-Up Talks Episode 4

Vecros: Start-Up Talks Episode 4

TuringBot: Start-Up Talks Episode 3

TuringBot: Start-Up Talks Episode 3

LimeChat: Start-Up Talks Episode 2

LimeChat: Start-Up Talks Episode 2

Software Development vs Machine Learning vs Competitive Coding

Software Development vs Machine Learning vs Competitive Coding

Normal Equation Derivation for Regression

Normal Equation Derivation for Regression

Regression vs Classification

Regression vs Classification

Splitting MSE into Bias & Variance

Splitting MSE into Bias & Variance

Supervised vs Unsupervised Learning

Supervised vs Unsupervised Learning

What is Over Fitting and Under Fitting

What is Over Fitting and Under Fitting

Introduction to logistic regression

Introduction to logistic regression

Three different types of gradient descent

Three different types of gradient descent

Explain Kernel Trick for SVM

Explain Kernel Trick for SVM

Introduction to SVM for Classification

Introduction to SVM for Classification

What is Adjusted R-Squared

What is Adjusted R-Squared

What is F-Score

What is F-Score

What is Precision and Recall

What is Precision and Recall

ROC Curve and Area Under Curve (AUC)

ROC Curve and Area Under Curve (AUC)

What is R-Squared

What is R-Squared

Introduction to collaborative filtering

Introduction to collaborative filtering

Explaining principal component analysis (PCA) by maximizing variance

Explaining principal component analysis (PCA) by maximizing variance

Explaining principal component analysis (PCA) as minimizing reconstruction error

Explaining principal component analysis (PCA) as minimizing reconstruction error

Introduction to learning rate for gradient descent

Introduction to learning rate for gradient descent

Difference between L1 and L2 regularization

Difference between L1 and L2 regularization

Introduction to Gradient Descent

Introduction to Gradient Descent

Explaining the Bias Variance Tradeoff

Explaining the Bias Variance Tradeoff

Introduction to Decision Trees

Introduction to Decision Trees

EM Algorithm for GMMs

EM Algorithm for GMMs

K Means Clustering

K Means Clustering

Entropy and Information Gain - Decision Trees

Entropy and Information Gain - Decision Trees

Gain Ratio for Decision Trees

Gain Ratio for Decision Trees

Gini Impurity for Decision Trees

Gini Impurity for Decision Trees

Intro to mixture models and GMM

Intro to mixture models and GMM

Queries and Tips - JEE preparation (Video 1)

Queries and Tips - JEE preparation (Video 1)

AC circuit solved example & calculating average power (Video 2) - IIT JEE Physics

AC circuit solved example & calculating average power (Video 2) - IIT JEE Physics

All you need to know about AC Circuits - IIT JEE Physics

All you need to know about AC Circuits - IIT JEE Physics

All you need to know about Electric Dipole - IIT JEE Physics

All you need to know about Electric Dipole - IIT JEE Physics

Electric Flux and Gauss Law (Part 2): 10 Important Questions - IIT JEE Physics

Electric Flux and Gauss Law (Part 2): 10 Important Questions - IIT JEE Physics

Introduction to Electric Flux and Gauss Law - IIT JEE Physics

Introduction to Electric Flux and Gauss Law - IIT JEE Physics

Why do students get depressed after cracking IIT?

Why do students get depressed after cracking IIT?

Why do so many students preparing for JEE do suicides in Kota?

Why do so many students preparing for JEE do suicides in Kota?

Credflow: Start-Up Talks Episode 1

Credflow: Start-Up Talks Episode 1

LFU Cache: LeetCode (Design Problem)

LFU Cache: LeetCode (Design Problem)

Software Engineering Mock Interview 1

Software Engineering Mock Interview 1

Pouring Water: CodeChef

Pouring Water: CodeChef

Difference between generative and discriminative models.

Difference between generative and discriminative models.

Length of Longest Increasing Subsequence - O(nlogn)

Length of Longest Increasing Subsequence - O(nlogn)

Leetcode : Longest Palindromic Subsequence (Dynamic Programming)

Leetcode : Longest Palindromic Subsequence (Dynamic Programming)

Introduction to LSTMs and GRUs

Introduction to LSTMs and GRUs

Leetcode : Minimum cost to merge stones (Dynamic Programming)

Leetcode : Minimum cost to merge stones (Dynamic Programming)

Leetcode : Make Array Strictly Increasing (Dynamic Programming)

Leetcode : Make Array Strictly Increasing (Dynamic Programming)

Leetcode : Cherry Pickup (Dynamic Programming)

Leetcode : Cherry Pickup (Dynamic Programming)

Intro to Machine Translation : Encoder Decoder vs Attention Models

Intro to Machine Translation : Encoder Decoder vs Attention Models

Leetcode : Erect The Fence (Jarvis Convex Hull)

Leetcode : Erect The Fence (Jarvis Convex Hull)

Leetcode : Shortest Subarray with Sum at Least K

Leetcode : Shortest Subarray with Sum at Least K

Introduction to Student's t-distribution : Calculating pdf, mean and variance

Introduction to Student's t-distribution : Calculating pdf, mean and variance

Type 1 and Type 2 Error : Hypothesis Testing

Type 1 and Type 2 Error : Hypothesis Testing

What is P value : Hypothesis Testing

What is P value : Hypothesis Testing

Leetcode: Best Time to Buy and Sell Stock (Max Profit With K-Transactions)

Leetcode: Best Time to Buy and Sell Stock (Max Profit With K-Transactions)