Feature Values and Their Impact on Decisions
Yogi's Data Lab
Feature Values and Their Impact on Decisions
0:23
The Role of Prediction in Machine Learning
Yogi's Data Lab
The Role of Prediction in Machine Learning
0:21
Understanding Error in Multi-Class Problems
Yogi's Data Lab
Understanding Error in Multi-Class Problems
0:21
Characteristics of Good Predictive Models
Yogi's Data Lab
Characteristics of Good Predictive Models
0:21
Divide and Conquer in Decision Trees
Yogi's Data Lab
Divide and Conquer in Decision Trees
0:21
Application of Decision Trees in Data Science
Yogi's Data Lab
Application of Decision Trees in Data Science
0:21
Good Predictions in Statistical Learning
Yogi's Data Lab
Good Predictions in Statistical Learning
0:21
Modeling with Decision Trees in Machine Learning
Yogi's Data Lab
Modeling with Decision Trees in Machine Learning
0:21
Histograms for Feature Evaluation
Yogi's Data Lab
Histograms for Feature Evaluation
0:21
Features and Labels in Machine Learning
Yogi's Data Lab
Features and Labels in Machine Learning
0:21
Constructing Questions for Decision Trees
Yogi's Data Lab
Constructing Questions for Decision Trees
0:21
Benefits of Using Decision Trees
Yogi's Data Lab
Benefits of Using Decision Trees
0:21
Binary classification problem examples
Yogi's Data Lab
Binary classification problem examples
0:21
Building Ensemble Methods for Prediction
Yogi's Data Lab
Building Ensemble Methods for Prediction
0:21
Implementation of decision tree classifiers
Yogi's Data Lab
Implementation of decision tree classifiers
0:21
Fundamentals of Neural Networks
Yogi's Data Lab
Fundamentals of Neural Networks
0:21
Introduction to Probabilistic Modeling
Yogi's Data Lab
Introduction to Probabilistic Modeling
0:21
Understanding Linear Models in ML
Yogi's Data Lab
Understanding Linear Models in ML
0:21
Basics of the Perceptron Algorithm
Yogi's Data Lab
Basics of the Perceptron Algorithm
0:21
Geometry and Nearest Neighbors Methods
Yogi's Data Lab
Geometry and Nearest Neighbors Methods
0:21
Understanding Decision Trees in ML
Yogi's Data Lab
Understanding Decision Trees in ML
0:21
Utilizing Code and Datasets in ML Work
Yogi's Data Lab
Utilizing Code and Datasets in ML Work
0:21
Difference between memorization and generalization
Yogi's Data Lab
Difference between memorization and generalization
0:21
Basics of Imitation Learning Techniques
Yogi's Data Lab
Basics of Imitation Learning Techniques
0:21
Linear Regression Assumptions Explained (Intuition)
Yogi's Data Lab
Linear Regression Assumptions Explained (Intuition)
36:46
Introduction to Unsupervised Learning Techniques
Yogi's Data Lab
Introduction to Unsupervised Learning Techniques
0:21
Practical Issues in Machine Learning
Yogi's Data Lab
Practical Issues in Machine Learning
0:21
Multicollinearity Explained Intuitively | A Hidden Problem in Linear Regression
Yogi's Data Lab
Multicollinearity Explained Intuitively | A Hidden Problem in Linear Regression
1:47
Error Metrics in Regression Explained Intuitively | MAE vs MSE vs RMSE
Yogi's Data Lab
Error Metrics in Regression Explained Intuitively | MAE vs MSE vs RMSE
2:59
Understanding TSS, RSS, and SSE in Linear Regression (Intuition)
Yogi's Data Lab
Understanding TSS, RSS, and SSE in Linear Regression (Intuition)
3:44
What Does “Best Fit Line” Really Mean? | Linear Regression Intuition
Yogi's Data Lab
What Does “Best Fit Line” Really Mean? | Linear Regression Intuition
2:27
When to Use Mean vs Median #shorts
Yogi's Data Lab
When to Use Mean vs Median #shorts
0:18
Mean vs Median vs Mode Explained #shorts
Yogi's Data Lab
Mean vs Median vs Mode Explained #shorts
0:23
Measurement Scales Explained Simply 📊 | Nominal Ordinal Interval Ratio | Statistics Basics #shorts
Yogi's Data Lab
Measurement Scales Explained Simply 📊 | Nominal Ordinal Interval Ratio | Statistics Basics #shorts
0:29
Qualitative vs Quantitative Variables Explained Simply #shorts
Yogi's Data Lab
Qualitative vs Quantitative Variables Explained Simply #shorts
0:17
Population vs Sample Explained #shorts
Yogi's Data Lab
Population vs Sample Explained #shorts
0:21
Descriptive vs Inferential Stats Explained ✅ #statistics #datascience #shorts
Yogi's Data Lab
Descriptive vs Inferential Stats Explained ✅ #statistics #datascience #shorts
0:15
📌 Logistic Regression Explained + Payment Defaulter Prediction | Real-World ML Use Case
Yogi's Data Lab
📌 Logistic Regression Explained + Payment Defaulter Prediction | Real-World ML Use Case
1:10:34
📌 Logistic Regression Case Study: Payment Defaulter Prediction
Yogi's Data Lab
📌 Logistic Regression Case Study: Payment Defaulter Prediction
23:14
👨‍💻 R & RStudio Installation + Data Types in R | Complete Guide in Hindi 📊
Yogi's Data Lab
👨‍💻 R & RStudio Installation + Data Types in R | Complete Guide in Hindi 📊
13:10
📢 Master Linear Regression Step by Step using Partial Derivative! 🚀
Yogi's Data Lab
📢 Master Linear Regression Step by Step using Partial Derivative! 🚀
23:45
Linear Regression: Matrix Method vs sklearn | Step-by-Step Comparison & Case Study
Yogi's Data Lab
Linear Regression: Matrix Method vs sklearn | Step-by-Step Comparison & Case Study
13:21
📊 Logistic Regression Explained | Machine Learning for Beginners | Step-by-Step Guide
Yogi's Data Lab
📊 Logistic Regression Explained | Machine Learning for Beginners | Step-by-Step Guide
48:01
Linear Regression Explained: Theory + Case Study with Python | House Price Prediction
Yogi's Data Lab
Linear Regression Explained: Theory + Case Study with Python | House Price Prediction
1:24:33
House Price Prediction with Linear Regression using Python: Feature Engineering & Insights
Yogi's Data Lab
House Price Prediction with Linear Regression using Python: Feature Engineering & Insights
48:24
Linear Regression Explained: Best Fit Line, OLS, R-Squared, Assumptions & Key Metrics
Yogi's Data Lab
Linear Regression Explained: Best Fit Line, OLS, R-Squared, Assumptions & Key Metrics
36:41
The Power of Feature Engineering in Machine Learning 🚀
Yogi's Data Lab
The Power of Feature Engineering in Machine Learning 🚀
18:02
SQL DML Commands Explained | INSERT, UPDATE, DELETE in 60 Seconds! #sqlcommands #sqlshorts
Yogi's Data Lab
SQL DML Commands Explained | INSERT, UPDATE, DELETE in 60 Seconds! #sqlcommands #sqlshorts
0:51
SQL RENAME and TRUNCATE commands #sqlcommands
Yogi's Data Lab
SQL RENAME and TRUNCATE commands #sqlcommands
0:47
SQL DROP Command | DROP Syntax, DROP Database and DROP Tables #sqlcommands
Yogi's Data Lab
SQL DROP Command | DROP Syntax, DROP Database and DROP Tables #sqlcommands
0:29
The SQL ALTER Command: Modify Your Database Structure Easily! | #SQLShorts #sqlcommands
Yogi's Data Lab
The SQL ALTER Command: Modify Your Database Structure Easily! | #SQLShorts #sqlcommands
0:48
SQL CREATE Command #sql #sqlcommands
Yogi's Data Lab
SQL CREATE Command #sql #sqlcommands
0:48
SQL Core Components
Yogi's Data Lab
SQL Core Components
0:49