NextGen Learners

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Welcome to NextGen Learners! 🚀 Looking to boost your academic performance? You’re in the right place! We share practical study tips, exam strategies, and motivational content to help you succeed in school and beyond. On this channel, you’ll find: ✅ Proven study techniques to remember more ✅ Smart routines to improve focus & consistency ✅ Exam prep hacks to save time & reduce stress ✅ Motivation to stay disciplined & inspired Subscribe for weekly content and hit the 🔔 so you never miss an update. Let’s learn smarter, not harder — and reach your full potential together! Notes Drive Link : drive.google.com/drive/folders/1ZEF6Nw4ZYJVa5XOHkk… #studytips #exampreparation #studymotivation #academicsuccess #learningmadeeasy

Home Videos Live Playlists

ISO ( International Standard ) Controls | ISO 27001 Framework | Lecture 2 | Cyber Security

ISO ( International Standard ) Controls | ISO 27001 Framework | Lecture 2 | Cyber Security NextGen Learners

73 views - 2 weeks ago

ISO ( International Standard ) Controls | ISO 27001 Framework | Lecture 1 | Cyber Security

ISO ( International Standard ) Controls | ISO 27001 Framework | Lecture 1 | Cyber Security NextGen Learners

87 views - 2 weeks ago

Risk Management Framework for Information Systems and Organizations| NIST Special Publication 800-37

Risk Management Framework for Information Systems and Organizations| NIST Special Publication 800-37 NextGen Learners

58 views - 2 weeks ago

Information Risk Management ( IRM ) | Cyber Security

Information Risk Management ( IRM ) | Cyber Security NextGen Learners

59 views - 2 weeks ago

Bias Vs variance | trade Off concepts | how we Overcome the issues of Underfitting and Overfitting ?

Bias Vs variance | trade Off concepts | how we Overcome the issues of Underfitting and Overfitting ? NextGen Learners

156 views - 2 weeks ago

Ensemble methods | Random Forest (Bagging) AdaBoost (Boosting) Gradient Boosting (Advanced Boosting)

Ensemble methods | Random Forest (Bagging) AdaBoost (Boosting) Gradient Boosting (Advanced Boosting) NextGen Learners

178 views - 2 weeks ago

Pruning Techniques in Decision Trees | Pre Pruning & Post Pruning With Solved Examples | ML

Pruning Techniques in Decision Trees | Pre Pruning & Post Pruning With Solved Examples | ML NextGen Learners

145 views - 2 weeks ago

ANN (Neural Networks) Multiclass classification | Forward & Backward Pass | Chain Rule Explanation

ANN (Neural Networks) Multiclass classification | Forward & Backward Pass | Chain Rule Explanation NextGen Learners

165 views - 2 weeks ago

ANN Forward & Backward pass | Chain Rule | Binary classification | Batch, Mini-batch, Stochastic

ANN Forward & Backward pass | Chain Rule | Binary classification | Batch, Mini-batch, Stochastic NextGen Learners

239 views - 2 weeks ago

CART Classification problem Explained | Gini Index, Decision Tree Step-by-Step | Machine Learning

CART Classification problem Explained | Gini Index, Decision Tree Step-by-Step | Machine Learning NextGen Learners

166 views - 2 weeks ago

CART Regression | Decision Tree, Pruning, Solved Past Paper Questions | Machine Learning

CART Regression | Decision Tree, Pruning, Solved Past Paper Questions | Machine Learning NextGen Learners

140 views - 2 weeks ago

Range Coding with Renormalization | Encoding Vs Decoding | Data Compression

Range Coding with Renormalization | Encoding Vs Decoding | Data Compression NextGen Learners

90 views - 2 weeks ago

ID-3 Algorithm | Decision (Regression) Tree | Regression problem | Solved Example | Machine Learning

ID-3 Algorithm | Decision (Regression) Tree | Regression problem | Solved Example | Machine Learning NextGen Learners

113 views - 3 weeks ago

ID-3 Algorithm | Decision Tree | Classification Problem | Solved Example | Machine Learning

ID-3 Algorithm | Decision Tree | Classification Problem | Solved Example | Machine Learning NextGen Learners

163 views - 3 weeks ago

Run Length Encoding ( RLE ) on Colored Images | Encoding vs Decoding | Image Compression Explained

Run Length Encoding ( RLE ) on Colored Images | Encoding vs Decoding | Image Compression Explained NextGen Learners

30 views - 3 weeks ago

Run Length Encoding(RLE) on Black & White Images | Encoding vs Decoding| Image Compression Explained

Run Length Encoding(RLE) on Black & White Images | Encoding vs Decoding| Image Compression Explained NextGen Learners

18 views - 3 weeks ago

Escape & Block-Based RLE | Run Length Encoding Types | Data Compression

Escape & Block-Based RLE | Run Length Encoding Types | Data Compression NextGen Learners

42 views - 4 weeks ago

Count-Based RLE | Fixed & Variable (Elias-Gamma) Count | Solved Examples | Data Compression

Count-Based RLE | Fixed & Variable (Elias-Gamma) Count | Solved Examples | Data Compression NextGen Learners

37 views - 4 weeks ago

Run Length Encoding (RLE) | Encoding vs Decoding | What Are Runs? | Data Compression

Run Length Encoding (RLE) | Encoding vs Decoding | What Are Runs? | Data Compression NextGen Learners

42 views - 4 weeks ago

Burrows Wheeler Transform (BWT) | Encoding vs Decoding | Inverse BWT Explained | Data Compression

Burrows Wheeler Transform (BWT) | Encoding vs Decoding | Inverse BWT Explained | Data Compression NextGen Learners

65 views - 1 month ago

KNN & Weighted KNN (Euclidean ,Manhattan ,Cosine Similarity) | Classification & Regression Problem

KNN & Weighted KNN (Euclidean ,Manhattan ,Cosine Similarity) | Classification & Regression Problem NextGen Learners

96 views - 1 month ago

Sigmoid Function Derivation | Logistic Regression | Applied Machine Learning

Sigmoid Function Derivation | Logistic Regression | Applied Machine Learning NextGen Learners

167 views - 1 month ago

Ridge ( L2 ) Regression Derivation | Regularization | Applied Machine Learning

Ridge ( L2 ) Regression Derivation | Regularization | Applied Machine Learning NextGen Learners

135 views - 1 month ago

Lasso ( L1 ) Regression Derivation | Regularization | Applied Machine Learning

Lasso ( L1 ) Regression Derivation | Regularization | Applied Machine Learning NextGen Learners

148 views - 1 month ago

Simple Linear Regression Derivation | Machine Learning

Simple Linear Regression Derivation | Machine Learning NextGen Learners

179 views - 1 month ago

Multinomial Naive Bayes with Laplace ( ADD 1 ) Smoothing | How we make dictionary? | Past Paper Q

Multinomial Naive Bayes with Laplace ( ADD 1 ) Smoothing | How we make dictionary? | Past Paper Q NextGen Learners

107 views - 1 month ago

Multinomial Naive Bayes with Laplace (Add 1) smoothing | solved Example | Applied Machine learning

Multinomial Naive Bayes with Laplace (Add 1) smoothing | solved Example | Applied Machine learning NextGen Learners

118 views - 1 month ago

Naive Bayes Theorem | Types of Naive Bayes | Bernoulli & Multinomial Naive Bayes | Machine Learning

Naive Bayes Theorem | Types of Naive Bayes | Bernoulli & Multinomial Naive Bayes | Machine Learning NextGen Learners

152 views - 1 month ago

Deflate Algorithm | Encoding Vs Decoding | Solved Example |Step by Step Working of Deflate Algorithm

Deflate Algorithm | Encoding Vs Decoding | Solved Example |Step by Step Working of Deflate Algorithm NextGen Learners

114 views - 1 month ago

LZ77 Algorithm | Encoding Vs Decoding | Data Compression | Solved Example

LZ77 Algorithm | Encoding Vs Decoding | Data Compression | Solved Example NextGen Learners

64 views - 1 month ago

LZSS Algorithm | Greedy Approach | Encoding Vs Decoding | Data Compression | Past paper Q's

LZSS Algorithm | Greedy Approach | Encoding Vs Decoding | Data Compression | Past paper Q's NextGen Learners

98 views - 1 month ago

Logistic Regression with Batch Gradient Solved example | Linear vs Logistic Regression |Data Science

Logistic Regression with Batch Gradient Solved example | Linear vs Logistic Regression |Data Science NextGen Learners

199 views - 1 month ago

Gradient Descent for Linear Regression| Batch, Mini Batch & Stochastic Gradient Descent Past Paper Q

Gradient Descent for Linear Regression| Batch, Mini Batch & Stochastic Gradient Descent Past Paper Q NextGen Learners

196 views - 1 month ago

Digital Image Preprocessing | Types of Images | PIL Vs OpenCV | Color Conversions in OpenCV Code

Digital Image Preprocessing | Types of Images | PIL Vs OpenCV | Color Conversions in OpenCV Code NextGen Learners

7 views - 1 month ago

Principal Component Analysis (PCA) | Step by Step Working of PCA | Past Paper Problems| Data Science

Principal Component Analysis (PCA) | Step by Step Working of PCA | Past Paper Problems| Data Science NextGen Learners

8 views - 1 month ago

Data Science | Variance Inflation Factor (VIF) | Multicollinearity | Solved Example

Data Science | Variance Inflation Factor (VIF) | Multicollinearity | Solved Example NextGen Learners

16 views - 1 month ago

Feature Selection | Wrapper & Embedded (Forward,Backward,Exhaustive ,Recursive Elimination) Methods

Feature Selection | Wrapper & Embedded (Forward,Backward,Exhaustive ,Recursive Elimination) Methods NextGen Learners

18 views - 1 month ago

Canonical Huffman | Solved Example | Data Compression

Canonical Huffman | Solved Example | Data Compression NextGen Learners

95 views - 1 month ago

Arithmetic Coding | Solved example | Data Compression

Arithmetic Coding | Solved example | Data Compression NextGen Learners

59 views - 1 month ago

Shannon Fano Coding Algorithm | Solved Example | Data Compression

Shannon Fano Coding Algorithm | Solved Example | Data Compression NextGen Learners

35 views - 1 month ago

Shannon Coding Algorithm | Solved Example | Data Compression

Shannon Coding Algorithm | Solved Example | Data Compression NextGen Learners

60 views - 1 month ago

Dimensionality Reduction | Information Gain | Mutual Information | Entropy | Filter method

Dimensionality Reduction | Information Gain | Mutual Information | Entropy | Filter method NextGen Learners

138 views - 1 month ago

Shannon Coding Theorem Explained | Block Coding Example | Data Compression Tutorial

Shannon Coding Theorem Explained | Block Coding Example | Data Compression Tutorial NextGen Learners

53 views - 1 month ago

Information Gain Vs Entropy | Entropy Order's | Data Compression

Information Gain Vs Entropy | Entropy Order's | Data Compression NextGen Learners

36 views - 1 month ago

Data Coding Schemes | Non-Singular vs Singular Code | Uniquely Decodable Code | Prefix Code

Data Coding Schemes | Non-Singular vs Singular Code | Uniquely Decodable Code | Prefix Code NextGen Learners

43 views - 1 month ago

Probability Formulas Explained with Simple Examples | Learn Probability Easily | Machine Learning

Probability Formulas Explained with Simple Examples | Learn Probability Easily | Machine Learning NextGen Learners

145 views - 1 month ago

Supervised Learning Algorithms | Supervised VS Unsupervised learning | Applied Machine Learning

Supervised Learning Algorithms | Supervised VS Unsupervised learning | Applied Machine Learning NextGen Learners

104 views - 1 month ago

What is Machine Learning? | When ML can be used? | ML Process Lifecycle | Applied Machine Learning

What is Machine Learning? | When ML can be used? | ML Process Lifecycle | Applied Machine Learning NextGen Learners

330 views - 1 month ago

Dimensionality Reduction | Feature Selection | Filter method | low variance & Pearson’s correlation

Dimensionality Reduction | Feature Selection | Filter method | low variance & Pearson’s correlation NextGen Learners

23 views - 1 month ago

Chi Square Test | Categorical Variables Association Test - Chi Square Test | Solved Examples

Chi Square Test | Categorical Variables Association Test - Chi Square Test | Solved Examples NextGen Learners

33 views - 1 month ago

Data Visualization | Exploratory Data Analysis (EDA) – All Visualization Plots Explained

Data Visualization | Exploratory Data Analysis (EDA) – All Visualization Plots Explained NextGen Learners

29 views - 1 month ago

Huffman Coding | Fixed-Length vs. Huffman Coding | Data Compression | Past Paper Problem 4 & 5

Huffman Coding | Fixed-Length vs. Huffman Coding | Data Compression | Past Paper Problem 4 & 5 NextGen Learners

45 views - 1 month ago

Huffman Coding Made Easy | Fastest Way to Build Huffman Tree | Live Example | Encoding Vs Decoding

Huffman Coding Made Easy | Fastest Way to Build Huffman Tree | Live Example | Encoding Vs Decoding NextGen Learners

47 views - 1 month ago

Data Compression | Compression Performance Metrics | Past Paper Q 6 & 7 (Text Compression Scenario)

Data Compression | Compression Performance Metrics | Past Paper Q 6 & 7 (Text Compression Scenario) NextGen Learners

45 views - 1 month ago

Data Compression |Compression Performance Metrics|Past Paper Problem 3 Comparing Compression Options

Data Compression |Compression Performance Metrics|Past Paper Problem 3 Comparing Compression Options NextGen Learners

33 views - 1 month ago

Data Compression | Compression Performance Metrics | Past Paper Problem 1 & 2

Data Compression | Compression Performance Metrics | Past Paper Problem 1 & 2 NextGen Learners

60 views - 1 month ago

Data Compression | Lossless VS Lossy | Compression Performance Metrics | Solved Examples

Data Compression | Lossless VS Lossy | Compression Performance Metrics | Solved Examples NextGen Learners

178 views - 1 month ago

Data Transformation | MinMax & z score normalization | kurtosis | Normalization by Decimal scaling

Data Transformation | MinMax & z score normalization | kurtosis | Normalization by Decimal scaling NextGen Learners

25 views - 1 month ago

Correlation Analysis | Covariance Analysis | Coefficient of Determination | Correlation Coefficient

Correlation Analysis | Covariance Analysis | Coefficient of Determination | Correlation Coefficient NextGen Learners

26 views - 1 month ago

Data Cleaning | Outlier Detection & Removal | Z-Score | Inter Quartile Range (IQR) | Box Plot

Data Cleaning | Outlier Detection & Removal | Z-Score | Inter Quartile Range (IQR) | Box Plot NextGen Learners

17 views - 1 month ago