30:175 Key Points - Ridge Regression | Part 4 | Regularized Linear Models
A 30-minute video from CampusX: “5 Key Points - Ridge Regression | Part 4 | Regularized Linear Models”.
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16:02AI Vs ML Vs DL for Beginners in Hindi
Intro
A 16-minute video from CampusX: “AI Vs ML Vs DL for Beginners in Hindi”.
2:43:03API Development using Flask | Paid Session | DSMP 2022-23
A 163-minute video from CampusX: “API Development using Flask | Paid Session | DSMP 2022-23”.
34:08Accuracy and Confusion Matrix | Type 1 and Type 2 Errors | Classification Metrics Part 1
A 34-minute video from CampusX: “Accuracy and Confusion Matrix | Type 1 and Type 2 Errors | Classification Metrics Part 1”.
19:23AdaBoost - A Step by Step Explanation
A 19-minute video from CampusX: “AdaBoost - A Step by Step Explanation”.
16:27AdaBoost Algorithm | Code from Scratch
A 16-minute video from CampusX: “AdaBoost Algorithm | Code from Scratch”.
11:13AdaBoost Hyperparameters | GridSearchCV in Adaboost
A 11-minute video from CampusX: “AdaBoost Hyperparameters | GridSearchCV in Adaboost”.
37:23Agglomerative Hierarchical Clustering | Python Code Example
A 37-minute video from CampusX: “Agglomerative Hierarchical Clustering | Python Code Example”.
29:02Application of Machine Learning | Real Life Machine Learning Applications
A 29-minute video from CampusX: “Application of Machine Learning | Real Life Machine Learning Applications”.
18:36Awesome Decision Tree Visualization using dtreeviz library
A 19-minute video from CampusX: “Awesome Decision Tree Visualization using dtreeviz library”.
22:32Bagging Ensemble | Part 2 | Bagging Classifiers
A 23-minute video from CampusX: “Bagging Ensemble | Part 2 | Bagging Classifiers”.
10:55Bagging Ensemble | Part 3 | Bagging Regressor
A 11-minute video from CampusX: “Bagging Ensemble | Part 3 | Bagging Regressor”.
6:17Bagging Vs Boosting | What is the difference between Bagging and Boosting
A 6-minute video from CampusX: “Bagging Vs Boosting | What is the difference between Bagging and Boosting”.
31:13Bagging | Introduction | Part 1
Intro
A 31-minute video from CampusX: “Bagging | Introduction | Part 1”.
1:04:49Batch Gradient Descent with Code Demo | Simple Explanation in Hindi
A 65-minute video from CampusX: “Batch Gradient Descent with Code Demo | Simple Explanation in Hindi”.
11:28Batch Machine Learning | Offline Vs Online Learning | Machine Learning Types
A 11-minute video from CampusX: “Batch Machine Learning | Offline Vs Online Learning | Machine Learning Types”.
8:05Bias Variance Trade-off | Overfitting and Underfitting in Machine Learning
A 8-minute video from CampusX: “Bias Variance Trade-off | Overfitting and Underfitting in Machine Learning”.
38:25Binning and Binarization | Discretization | Quantile Binning | KMeans Binning
A 38-minute video from CampusX: “Binning and Binarization | Discretization | Quantile Binning | KMeans Binning”.
45:45Build a Data Scientist's Dream LinkedIn Profile with ChatGPT
A 46-minute video from CampusX: “Build a Data Scientist's Dream LinkedIn Profile with ChatGPT”.
23:40Challenges in Machine Learning | Problems in Machine Learning
A 24-minute video from CampusX: “Challenges in Machine Learning | Problems in Machine Learning”.
56:43Coding K Nearest Neighbors from Scratch | Batch 7 | 10 Feb 2021
A 57-minute video from CampusX: “Coding K Nearest Neighbors from Scratch | Batch 7 | 10 Feb 2021”.
15:41Column Transformer in Machine Learning | How to use ColumnTransformer in Sklearn
A 16-minute video from CampusX: “Column Transformer in Machine Learning | How to use ColumnTransformer in Sklearn”.
15:25Curse of Dimensionality
A 15-minute video from CampusX: “Curse of Dimensionality”.
34:16DBSCAN Clustering Algorithms | Density Based Clustering | How DBSCAN Works | CampusX
A 34-minute video from CampusX: “DBSCAN Clustering Algorithms | Density Based Clustering | How DBSCAN Works | CampusX”.
29:56Dash basic introduction | Week 9 | DSMP
Intro
A 30-minute video from CampusX: “Dash basic introduction | Week 9 | DSMP”.
26:23Data Engineer Vs Data Analyst Vs Data Scientist Vs ML Engineer | Data Science Job Roles
A 26-minute video from CampusX: “Data Engineer Vs Data Analyst Vs Data Scientist Vs ML Engineer | Data Science Job Roles”.
27:23Decision Trees - Hyperparameters | Overfitting and Underfitting in Decision Trees
A 27-minute video from CampusX: “Decision Trees - Hyperparameters | Overfitting and Underfitting in Decision Trees”.
58:29Decision Trees Geometric Intuition | Entropy | Gini impurity | Information Gain
A 58-minute video from CampusX: “Decision Trees Geometric Intuition | Entropy | Gini impurity | Information Gain”.
14:47Deploying a Dash application on Heroku in under 15 minutes | Step by Step Tutorial
A 15-minute video from CampusX: “Deploying a Dash application on Heroku in under 15 minutes | Step by Step Tutorial”.
5:57Derivative of Sigmoid Function
A 6-minute video from CampusX: “Derivative of Sigmoid Function”.
2:09:16Doubt Clearance Session on Linear Regression
A 129-minute video from CampusX: “Doubt Clearance Session on Linear Regression”.
1:09:17Doubt Clearance Session on Regularization
A 69-minute video from CampusX: “Doubt Clearance Session on Regularization”.
38:03EDA using Bivariate and Multivariate Analysis | Day 21 | 100 Days of Machine Learning
A 38-minute video from CampusX: “EDA using Bivariate and Multivariate Analysis | Day 21 | 100 Days of Machine Learning”.
30:31EDA using Univariate Analysis | Day 20 | 100 Days of Machine Learning
A 31-minute video from CampusX: “EDA using Univariate Analysis | Day 20 | 100 Days of Machine Learning”.
11:41ElasticNet Regression | Intuition and Code Example | Regularized Linear Models
A 12-minute video from CampusX: “ElasticNet Regression | Intuition and Code Example | Regularized Linear Models”.
1:39:39Email Spam Classifier | SMS Spam Classifier | End to End Project | Heroku Deployment
A 100-minute video from CampusX: “Email Spam Classifier | SMS Spam Classifier | End to End Project | Heroku Deployment”.