Канал: D-Code Algorithms

Overfitting & Underfitting in ML🐆👨‍🏫 #AI #ML #DL #Overfitting #Underfitting #Model #Data #Science

Overfitting & Underfitting in ML🐆👨‍🏫 #AI #ML #DL #Overfitting #Underfitting #Model #Data #Science

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Data Leak in ML…👨‍🏫🐆😎 #data #leaks #datascience #ml #dl #ai #education #sharing #tipoftheday

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ML-Pipelines 🐆👨‍🏫 #ml #pipeline #ai #dl #data #science #tips #knowledge

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Shivam Gyanam - MahaShivratri 2024…🔥❤️ #shiv #shiva #mahadev #mahakal #makaleshwar #bilkeshwar 🙏

Machine Learning Operations (MLOps)…🐆😎🫶#Machine #Learning #Operations #MLOps #ML #AI #DL #CSE

Machine Learning Operations (MLOps)…🐆😎🫶#Machine #Learning #Operations #MLOps #ML #AI #DL #CSE

Data Drift in ML😎 #ml #ai #data #datadrift #model #training #cse #engineering #future #technology

Data Drift in ML😎 #ml #ai #data #datadrift #model #training #cse #engineering #future #technology

Curse of Dimensionality 👨‍🏫🐆🔥#curse #of #dimensionality #ml #ai #dl #data #science #love

Curse of Dimensionality 👨‍🏫🐆🔥#curse #of #dimensionality #ml #ai #dl #data #science #love

SVM II Support Vector Machine II Classification II Regression II Supervised Learning II ML II DL

SVM II Support Vector Machine II Classification II Regression II Supervised Learning II ML II DL

Hierarchical Clustering II Agglomerative Clustering II Unsupervised Learning II AI II ML II DL

Hierarchical Clustering II Agglomerative Clustering II Unsupervised Learning II AI II ML II DL

DBSCAN Clustering II Clustering II Unsupervised Learning II EPS II minPts II AI II ML II DL

DBSCAN Clustering II Clustering II Unsupervised Learning II EPS II minPts II AI II ML II DL

K-Means Clustering II Clustering II Unsupervised Learning II Centroid II AI II ML II DL

K-Means Clustering II Clustering II Unsupervised Learning II Centroid II AI II ML II DL

AVL Tree [Part-2] II Deletion II RR II LL II RL II LR II Rotation

AVL Tree [Part-2] II Deletion II RR II LL II RL II LR II Rotation

AVL Tree [Part-1] II Introduction II Insertion II RR II LL II RL II LR II Left and Right Rotation

AVL Tree [Part-1] II Introduction II Insertion II RR II LL II RL II LR II Left and Right Rotation

Ensemble Learning II Bagging II Boosting II Parallel Learning II Sequential Learning II Weight

Ensemble Learning II Bagging II Boosting II Parallel Learning II Sequential Learning II Weight

Shortest Path Algorithms II Floyd Warshall Algorithm II Single Source and All Pair SP Algorithm

Shortest Path Algorithms II Floyd Warshall Algorithm II Single Source and All Pair SP Algorithm

Shortest Path Algorithms [Part-02] II Bellman Ford Algorithm II Single Source All Pair Shortest Path

Shortest Path Algorithms [Part-02] II Bellman Ford Algorithm II Single Source All Pair Shortest Path

Shortest Path Algorithms [Part-01] II Dijkstra Algorithm II Single Source and All Pair Shortest Path

Shortest Path Algorithms [Part-01] II Dijkstra Algorithm II Single Source and All Pair Shortest Path

Hyperparameter Tunning [ Part-01 ] II Grid Search II Random Search II Cross-Validation II Parameters

Hyperparameter Tunning [ Part-01 ] II Grid Search II Random Search II Cross-Validation II Parameters

Minimum Spanning Tree II MST II Spanning Tree II Prims Algorithm II Kruskal Algorithm

Minimum Spanning Tree II MST II Spanning Tree II Prims Algorithm II Kruskal Algorithm

Edge Types in DFS Traversal II Graph II Tree Edge II Forward Edge II Backward Edge II Cross Edge

Edge Types in DFS Traversal II Graph II Tree Edge II Forward Edge II Backward Edge II Cross Edge

Performance Metric [Final] II Accuracy II Confusion Matrix II Precision II Recall II F1-Score II AUC

Performance Metric [Final] II Accuracy II Confusion Matrix II Precision II Recall II F1-Score II AUC

Graph II Introduction II Vertices II Edges II BFS II DFS II Adjacency Matrix II Adjacency List

Graph II Introduction II Vertices II Edges II BFS II DFS II Adjacency Matrix II Adjacency List

Performance Metrics [Part-02] II Evaluation of ML Algo II Regression and Classification Metrics

Performance Metrics [Part-02] II Evaluation of ML Algo II Regression and Classification Metrics

Binary Search Tree II BST II Creation II Traversal II Deletion II Construction of BST II Preorder

Binary Search Tree II BST II Creation II Traversal II Deletion II Construction of BST II Preorder

Binary Tree Traversal [Part-03] II Preorder II Postorder II Construction of Binary Tree

Binary Tree Traversal [Part-03] II Preorder II Postorder II Construction of Binary Tree

Performance Metrics [ Part-01 ] II Evaluation of ML Algo II Regression and Classification Metrics

Performance Metrics [ Part-01 ] II Evaluation of ML Algo II Regression and Classification Metrics

Covariance & Correlation II Feature Significance II Feature Selection II Covariance II Correlation

Covariance & Correlation II Feature Significance II Feature Selection II Covariance II Correlation

Binary Tree Traversal [Part-02] II Inorder II Postorder II Construction of Binary Tree

Binary Tree Traversal [Part-02] II Inorder II Postorder II Construction of Binary Tree

Hands-On Machine Learning Development [ Final ] II Scaling II Label Encoding II Model Development

Hands-On Machine Learning Development [ Final ] II Scaling II Label Encoding II Model Development

Binary Tree Traversal [Part-01] II InOrder II PreOrder II PostOrder II Recursion II Root

Binary Tree Traversal [Part-01] II InOrder II PreOrder II PostOrder II Recursion II Root

Binary Tree Implementation II Malloc() II Create() II Linked List II Root II Left II Right

Binary Tree Implementation II Malloc() II Create() II Linked List II Root II Left II Right

Hands-On Machine Learning Development [ Part - 02 ] II Data Acquiring II Data Loading II Exploration

Hands-On Machine Learning Development [ Part - 02 ] II Data Acquiring II Data Loading II Exploration

Binary Tree Representation II Array Representation II Linked List Representation II Root Pointer

Binary Tree Representation II Array Representation II Linked List Representation II Root Pointer

Binary Tree II Introduction II Types of BT II Full BT II Complete BT II Perfect BT II Degenerate BT

Binary Tree II Introduction II Types of BT II Full BT II Complete BT II Perfect BT II Degenerate BT

Tree Introduction II Root II Node II Leaf Node II Child Node II Parent Node II Path II Applications

Tree Introduction II Root II Node II Leaf Node II Child Node II Parent Node II Path II Applications

Hands-On Machine Learning Development [ Part - 01 ] II Data Acquiring II Loading II Exploration

Hands-On Machine Learning Development [ Part - 01 ] II Data Acquiring II Loading II Exploration

Data Preprocessing [ Part - 02 ] II Data Integration II Data Reduction II Data Quality Check

Data Preprocessing [ Part - 02 ] II Data Integration II Data Reduction II Data Quality Check

Hashing [ Part-02 ] II Collision Removal II Quadratic Probing II Double Hashing II II Chaining

Hashing [ Part-02 ] II Collision Removal II Quadratic Probing II Double Hashing II II Chaining

HeapSort [ Part-02 ] II Heapify II MaxHeap II MinHeap II Insertion II Deletion

HeapSort [ Part-02 ] II Heapify II MaxHeap II MinHeap II Insertion II Deletion

Hashing [ Part-01 ] II Hash Function II Collision Removal II Chaining II Linear Probing

Hashing [ Part-01 ] II Hash Function II Collision Removal II Chaining II Linear Probing

HeapSort [ Part-01 ] II Heap II MaxHeap II MinHeap II Insertion II Deletion

HeapSort [ Part-01 ] II Heap II MaxHeap II MinHeap II Insertion II Deletion

Data Preprocessing [ Part - 01 ] II Data Cleaning II Missing Value II Noisy Data II Outlier

Data Preprocessing [ Part - 01 ] II Data Cleaning II Missing Value II Noisy Data II Outlier

Overfitting & Underfitting [ Part - 02 ] II Overfitting II Underfitting II Solution

Overfitting & Underfitting [ Part - 02 ] II Overfitting II Underfitting II Solution

Overfitting & Underfitting [ Part - 01 ] II Overfitting II Underfitting II Bias II Variance

Overfitting & Underfitting [ Part - 01 ] II Overfitting II Underfitting II Bias II Variance

Sorting Algorithm [ Part-03 ] II MergeSort II Merge II Mid

Sorting Algorithm [ Part-03 ] II MergeSort II Merge II Mid

Sorting Algorithm [ Part-02 ] II QuickSort II Partition Exchange Method II Pivot

Sorting Algorithm [ Part-02 ] II QuickSort II Partition Exchange Method II Pivot

Sorting Algorithm [ Part-01 ] II Bubble Sort II Insertion Sort

Sorting Algorithm [ Part-01 ] II Bubble Sort II Insertion Sort

Searching Algorithm II Linear Search II Binary Search II Sequential Search

Searching Algorithm II Linear Search II Binary Search II Sequential Search

Deletion in Linked List [Part-04] II Deletion II Insertion II Structure II Malloc II Sizeof() II DS

Deletion in Linked List [Part-04] II Deletion II Insertion II Structure II Malloc II Sizeof() II DS

Insertion in Linked List [Part-04] II Insertion II Structure II Malloc II Sizeof() II Node II Data

Insertion in Linked List [Part-04] II Insertion II Structure II Malloc II Sizeof() II Node II Data

Linked List [Part-03] II Implementation II Structure II Malloc II Sizeof() II Node II Data II Tail

Linked List [Part-03] II Implementation II Structure II Malloc II Sizeof() II Node II Data II Tail

Linked List [Part-02] II Types II Doubly LL II Circular LL II Node II Data II Tail II DS

Linked List [Part-02] II Types II Doubly LL II Circular LL II Node II Data II Tail II DS

Linked List [Part-01] II Introduction II Head II Pointer II Node II Data II Tail II DS

Linked List [Part-01] II Introduction II Head II Pointer II Node II Data II Tail II DS

Dequeue II Priority Queue II Circular Queue II Introduction II Operations II Enqueue II Dequeue

Dequeue II Priority Queue II Circular Queue II Introduction II Operations II Enqueue II Dequeue

Bias [ Part - 02 ] II Variance II Bias-Variance Tradeoff II Machine Learning II Statistic

Bias [ Part - 02 ] II Variance II Bias-Variance Tradeoff II Machine Learning II Statistic

Bias [ Part - 01 ] II Variance II Introduction II Machine Learning II Statistic

Bias [ Part - 01 ] II Variance II Introduction II Machine Learning II Statistic

Circular Queue II Introduction II FIFO II Operations II Enqueue II Dequeue II Front

Circular Queue II Introduction II FIFO II Operations II Enqueue II Dequeue II Front

Queue II Introduction II FIFO II Operations II Enqueue II Dequeue II Front II Rear II DS

Queue II Introduction II FIFO II Operations II Enqueue II Dequeue II Front II Rear II DS

Evaluation of Postfix/Prefix Expression II Conversion of PreFix/PostFix to InFix Expression II Stack

Evaluation of Postfix/Prefix Expression II Conversion of PreFix/PostFix to InFix Expression II Stack

Infix to Prefix Conversion II Rule II Example II Infix II Prefix II Evaluation II Stack

Infix to Prefix Conversion II Rule II Example II Infix II Prefix II Evaluation II Stack

Infix to Postfix Conversion II Example II Infix II Postfix II Prefix II Expression II Stack

Infix to Postfix Conversion II Example II Infix II Postfix II Prefix II Expression II Stack

Statistic II Probability II Machine Learning II Mean II Median II Mode II Prediction II AI II DL

Statistic II Probability II Machine Learning II Mean II Median II Mode II Prediction II AI II DL

Probability II Machine Learning II Bayes Theorem II AI II ML II DL

Probability II Machine Learning II Bayes Theorem II AI II ML II DL

Infix to Postfix Conversion Rules II Infix II Postfix II Prefix II Expression II Stack

Infix to Postfix Conversion Rules II Infix II Postfix II Prefix II Expression II Stack

Infix II Postfix II Prefix II Introduction II Importance of Prefix & Postfix II Expression

Infix II Postfix II Prefix II Introduction II Importance of Prefix & Postfix II Expression

Stack Implementation [ Part - 2 ] II Push II Pop II Peek II Top II LIFO II Display II Stack

Stack Implementation [ Part - 2 ] II Push II Pop II Peek II Top II LIFO II Display II Stack

Stack Introduction [ Part-1 ] II Push II Pop II Peek II Top II LIFO II Display II Stack

Stack Introduction [ Part-1 ] II Push II Pop II Peek II Top II LIFO II Display II Stack

Array [ Part -1 ] - Array II Array Introduction II Linear Data Structure II Data Structure

Array [ Part -1 ] - Array II Array Introduction II Linear Data Structure II Data Structure

Array [ Part-3 ] - Array Operations II Insertion II Deletion II UnderFlow II Boundry Condition

Array [ Part-3 ] - Array Operations II Insertion II Deletion II UnderFlow II Boundry Condition

Array [ Part-4 ] - 2D Array II Initialization II Run Time II Compile Time II Row II Column Major

Array [ Part-4 ] - 2D Array II Initialization II Run Time II Compile Time II Row II Column Major

Array [ Part-2 ] - Array Operations II Traversal II OverFlow II UnderFlow II Boundry Condition II DS

Array [ Part-2 ] - Array Operations II Traversal II OverFlow II UnderFlow II Boundry Condition II DS

Machine Learning Flow II Data Collection II Dataset II Data Pre Process

Machine Learning Flow II Data Collection II Dataset II Data Pre Process

Space Complexity II Time Complexity II Iterative II Recursive II Big Oh II Big Omega II Big Theta

Space Complexity II Time Complexity II Iterative II Recursive II Big Oh II Big Omega II Big Theta

Time Complexity II Iterative II Recursive II Big Oh II Big Omega II Big Theta II Asymptotic

Time Complexity II Iterative II Recursive II Big Oh II Big Omega II Big Theta II Asymptotic

Big Oh II Big Omega II Big Theta II Asymptotic Notations II Time Complexity II Data Structure

Big Oh II Big Omega II Big Theta II Asymptotic Notations II Time Complexity II Data Structure

Design Analysis of Algorithm II Big Oh Notation II Time Complexity II Asymptotic Notations

Design Analysis of Algorithm II Big Oh Notation II Time Complexity II Asymptotic Notations

Design Analysis of Algorithm II Time Complexity II Space Complexity II Asymptotic Notations II DS

Design Analysis of Algorithm II Time Complexity II Space Complexity II Asymptotic Notations II DS

ML Introduction II Part - 6 II AI II ML II DL II Data Sampling II Undersampling II Oversampling

ML Introduction II Part - 6 II AI II ML II DL II Data Sampling II Undersampling II Oversampling

Data Structure Introduction II Part 2 II Data Structure II Algorithm II Data Structure Types

Data Structure Introduction II Part 2 II Data Structure II Algorithm II Data Structure Types

ML Introduction II Part - 5 II AI II ML II DL II Batch Learning II Online Learning II ML Task

ML Introduction II Part - 5 II AI II ML II DL II Batch Learning II Online Learning II ML Task

Data Structure Introduction II Part-1 II DS II Algorithm

Data Structure Introduction II Part-1 II DS II Algorithm

ML Introduction II Part - 4 II AI II ML II DL II ML Task II Regression II Classification II Predict

ML Introduction II Part - 4 II AI II ML II DL II ML Task II Regression II Classification II Predict

ML Introduction II Part - 3 II AI II ML II DL II Types of Data II ML Flow

ML Introduction II Part - 3 II AI II ML II DL II Types of Data II ML Flow

ML Introduction II Part - 2 II AI II ML II DL II Types of Machine Learning II Algorithms

ML Introduction II Part - 2 II AI II ML II DL II Types of Machine Learning II Algorithms

ML Introduction II Part -1 II AI II ML II DL II Machine Learning II Deep Learning II Algorithms

ML Introduction II Part -1 II AI II ML II DL II Machine Learning II Deep Learning II Algorithms

Disk Management (Part - 4) _ LOOK || C-LOOK Disk Scheduling Algorithm || Bad Sector Management

Disk Management (Part - 4) _ LOOK || C-LOOK Disk Scheduling Algorithm || Bad Sector Management

Disk Management (Part - 3) _ F-SCAN || N-Step SCAN Disk Scheduling Algorithm

Disk Management (Part - 3) _ F-SCAN || N-Step SCAN Disk Scheduling Algorithm

Disk Management (Part - 2) _ SSTF || SCAN || C-SCAN Disk Scheduling Algorithm

Disk Management (Part - 2) _ SSTF || SCAN || C-SCAN Disk Scheduling Algorithm

Disk Management (Part - 1) _ FCFS Disk Scheduling Algorithm

Disk Management (Part - 1) _ FCFS Disk Scheduling Algorithm

Virtual Memory Concept (Part - 2) _ Optimal || LRU || LFU Page Replacement Algo

Virtual Memory Concept (Part - 2) _ Optimal || LRU || LFU Page Replacement Algo

Virtual Memory Concept (Part - 1) _ FIFO Page Replacement Algo

Virtual Memory Concept (Part - 1) _ FIFO Page Replacement Algo

Deadlock (Part - 06) _ Numerical Practice on Banker Algorithm

Deadlock (Part - 06) _ Numerical Practice on Banker Algorithm

Deadlock (Part - 05) _ Deadlock Detection & Recovery Methods

Deadlock (Part - 05) _ Deadlock Detection & Recovery Methods

Deadlock (Part - 04) _ Safety Algorithm & Resource-Request Algorithm

Deadlock (Part - 04) _ Safety Algorithm & Resource-Request Algorithm

Deadlock (Part - 03) - Deadlock Avoidance Method / Bankers Algorithm Introduction

Deadlock (Part - 03) - Deadlock Avoidance Method / Bankers Algorithm Introduction

Deadlock (Part - 02) - Deadlock Prevention Method

Deadlock (Part - 02) - Deadlock Prevention Method

Deadlock (Part - 01) - Introduction to Deadlock

Deadlock (Part - 01) - Introduction to Deadlock

Classical Problems of Synchronization (Part - 3) _ Dinning - Philosopher Problem

Classical Problems of Synchronization (Part - 3) _ Dinning - Philosopher Problem

Classical Problems of Synchronization (Part - 2) _ Reader - Writer Problem

Classical Problems of Synchronization (Part - 2) _ Reader - Writer Problem

Classical Problems of Synchronization (Part -1) _ Producer Consumer (Bounded Buffer) Problem

Classical Problems of Synchronization (Part -1) _ Producer Consumer (Bounded Buffer) Problem

Process Synchronization (Part - 07) _ Semaphores

Process Synchronization (Part - 07) _ Semaphores

Process Synchronization (Part - 06) _ Synchronization using Hardware Instruction

Process Synchronization (Part - 06) _ Synchronization using Hardware Instruction

Process Synchronization (Part - 05) _ Multi-Process Solution (Bakery Algorithm)

Process Synchronization (Part - 05) _ Multi-Process Solution (Bakery Algorithm)

Process Synchronization (Part - 04) - Peterson Algorithm [ Two Process Solution to C.S Problem]

Process Synchronization (Part - 04) - Peterson Algorithm [ Two Process Solution to C.S Problem]

Process Synchronization (Part - 03) - Peterson Algorithm [ Two Process Solution to C.S Problem]

Process Synchronization (Part - 03) - Peterson Algorithm [ Two Process Solution to C.S Problem]

Process Synchronization (Part - 02) - Critical Section Problem

Process Synchronization (Part - 02) - Critical Section Problem

Process Synchronization (Part - 01) - Introduction & Race Condition

Process Synchronization (Part - 01) - Introduction & Race Condition

CPU Scheduling (Part-05) - Multi-Processor Scheduling - OS

CPU Scheduling (Part-05) - Multi-Processor Scheduling - OS

CPU Scheduling (Part-04) - Shortest Remaining Time(SRT) & Round Robin(RR) Scheduling (Pre-emptive)

CPU Scheduling (Part-04) - Shortest Remaining Time(SRT) & Round Robin(RR) Scheduling (Pre-emptive)

CPU Scheduling (Part - 03) - Priority Scheduling ( Non Pre-emptive and Pre-emptive Version )

CPU Scheduling (Part - 03) - Priority Scheduling ( Non Pre-emptive and Pre-emptive Version )

CPU Scheduling (Part - 02) - SJF/SJN

CPU Scheduling (Part - 02) - SJF/SJN

CPU Scheduling (Part - 01) - FCFS

CPU Scheduling (Part - 01) - FCFS

CPU Scheduling Criteria - Operating System

CPU Scheduling Criteria - Operating System

IPC-Inter Process Communication

IPC-Inter Process Communication

Thread vs Process

Thread vs Process

System Call and User Mode/Kernel Mode - Operating System

System Call and User Mode/Kernel Mode - Operating System

Process Scheduling Concept and Schedulers - Operating System

Process Scheduling Concept and Schedulers - Operating System

Process Control Block (PCB) & Context Switch (CS) - Operating System

Process Control Block (PCB) & Context Switch (CS) - Operating System

Process Concept - Operating System

Process Concept - Operating System

Introduction to Operating System (Part - 04) - Types of Operating System

Introduction to Operating System (Part - 04) - Types of Operating System

Introduction to Operating System (Part - 03) - Operating System Functions & Services

Introduction to Operating System (Part - 03) - Operating System Functions & Services

Introduction to Operating System (Part - 02) - System Components

Introduction to Operating System (Part - 02) - System Components

Introduction to Operating System (Part - 01) - Operating System

Introduction to Operating System (Part - 01) - Operating System