Why Every Health Data Scientist Should Know About OMOP CDM
Mazen Ahmed
Why Every Health Data Scientist Should Know About OMOP CDM
4:34
How AI is Changing Healthcare in Developing Countries
Mazen Ahmed
How AI is Changing Healthcare in Developing Countries
7:34
My Experience as a Data Analyst in Healthcare
Mazen Ahmed
My Experience as a Data Analyst in Healthcare
8:04
AI in Personalised Medicine
Mazen Ahmed
AI in Personalised Medicine
5:09
How Algorithms are Saving Lives
Mazen Ahmed
How Algorithms are Saving Lives
5:43
Deep Medicine: How AI is changing Healthcare
Mazen Ahmed
Deep Medicine: How AI is changing Healthcare
8:22
Gaussian Mixture Models Explained (GMMs)
Mazen Ahmed
Gaussian Mixture Models Explained (GMMs)
5:05
Where is Data Science Heading? (2024)
Mazen Ahmed
Where is Data Science Heading? (2024)
3:12
DBSCAN in Python With MinPoints and Epsilon Selection
Mazen Ahmed
DBSCAN in Python With MinPoints and Epsilon Selection
4:42
DBSCAN Clearly Explained
Mazen Ahmed
DBSCAN Clearly Explained
3:04
Data Science Project | Machine Learning for Time Series Forecasting
Mazen Ahmed
Data Science Project | Machine Learning for Time Series Forecasting
8:21
Simple Linear Regression with Time Series
Mazen Ahmed
Simple Linear Regression with Time Series
5:17
K-means Clustering #datascience #machinelearning #tutorial
Mazen Ahmed
K-means Clustering #datascience #machinelearning #tutorial
0:58
A Gentle Introduction to Time Series Analysis
Mazen Ahmed
A Gentle Introduction to Time Series Analysis
3:09
4 Components of Time Series #datascience #tutorial #machinelearning
Mazen Ahmed
4 Components of Time Series #datascience #tutorial #machinelearning
0:36
SMOTE #datascience #machinelearning #tutorial
Mazen Ahmed
SMOTE #datascience #machinelearning #tutorial
0:47
Cluster Centroids Undersampling #datascience #tutorial #machinelearning #undersampling
Mazen Ahmed
Cluster Centroids Undersampling #datascience #tutorial #machinelearning #undersampling
0:19
Dealing with Imbalanced Data in Python
Mazen Ahmed
Dealing with Imbalanced Data in Python
5:19
Solving Imbalanced Data
Mazen Ahmed
Solving Imbalanced Data
6:36
Handling missing data in Python
Mazen Ahmed
Handling missing data in Python
8:06
How to Handle Missing Data
Mazen Ahmed
How to Handle Missing Data
10:43
Feature Importance in Python
Mazen Ahmed
Feature Importance in Python
7:03
Feature Importance Explained - Main Models
Mazen Ahmed
Feature Importance Explained - Main Models
11:08
Neural Network in Python
Mazen Ahmed
Neural Network in Python
5:56
Neural Networks Simply Explained
Mazen Ahmed
Neural Networks Simply Explained
6:08
Data Science Project | Using LightGBM to Predict Water Quality
Mazen Ahmed
Data Science Project | Using LightGBM to Predict Water Quality
14:18
Hyperparameter Optimization in Python
Mazen Ahmed
Hyperparameter Optimization in Python
9:28
Hyperparamter Optimization Explained
Mazen Ahmed
Hyperparamter Optimization Explained
8:22
Gradient Boosted Trees for Classification in Python
Mazen Ahmed
Gradient Boosted Trees for Classification in Python
10:32
Gradient Boosted Trees for Classification Explained
Mazen Ahmed
Gradient Boosted Trees for Classification Explained
11:32
Gradient Boosted Trees for Regression in Python
Mazen Ahmed
Gradient Boosted Trees for Regression in Python
8:05
Gradient Boosted Trees for Regression Explained
Mazen Ahmed
Gradient Boosted Trees for Regression Explained
6:13
Random Forest Classifier in Python
Mazen Ahmed
Random Forest Classifier in Python
6:19
Random Forest Classifier Explained
Mazen Ahmed
Random Forest Classifier Explained
4:44
Introduction to Machine Learning
Mazen Ahmed
Introduction to Machine Learning
12:09
Decision Tree Classifier In Python
Mazen Ahmed
Decision Tree Classifier In Python
7:22
Decision Tree Classifier Explained
Mazen Ahmed
Decision Tree Classifier Explained
9:04
Data Science Project | Clustering Clinical Record Data
Mazen Ahmed
Data Science Project | Clustering Clinical Record Data
10:37
Evaluating Your Classification Algorithm in Python
Mazen Ahmed
Evaluating Your Classification Algorithm in Python
4:38
Evaluating Classification Algorithms
Mazen Ahmed
Evaluating Classification Algorithms
6:36
Evaluating Your Regression Model in Python
Mazen Ahmed
Evaluating Your Regression Model in Python
7:16
Evaluating Regression Models
Mazen Ahmed
Evaluating Regression Models
11:49
Non-linear Support Vector Machines in Python
Mazen Ahmed
Non-linear Support Vector Machines in Python
8:02
Non-linear Support Vector Machines Explained
Mazen Ahmed
Non-linear Support Vector Machines Explained
8:42
Support Vector Machines in Python
Mazen Ahmed
Support Vector Machines in Python
6:23
Support Vector Machines Explained
Mazen Ahmed
Support Vector Machines Explained
7:48
Hierarchical Clustering in Python
Mazen Ahmed
Hierarchical Clustering in Python
5:54
Hierarchical Clustering Clearly explained
Mazen Ahmed
Hierarchical Clustering Clearly explained
7:27
K-means Clustering in Python
Mazen Ahmed
K-means Clustering in Python
8:21
K-means Clustering Clearly explained
Mazen Ahmed
K-means Clustering Clearly explained
6:09
Data Science Project | Will it Rain Tomorrow?
Mazen Ahmed
Data Science Project | Will it Rain Tomorrow?
18:30
Logistic Regression in Python
Mazen Ahmed
Logistic Regression in Python
8:03
Logisitic Regression Explained
Mazen Ahmed
Logisitic Regression Explained
10:18
Data Science Project | Predicting Weather Data
Mazen Ahmed
Data Science Project | Predicting Weather Data
16:39
Cross Validation Explained
Mazen Ahmed
Cross Validation Explained
7:49
Solving Underfitting and Overfitting
Mazen Ahmed
Solving Underfitting and Overfitting
11:39
Polynomial Regression in Python
Mazen Ahmed
Polynomial Regression in Python
10:51
Polynomial Regression Explained
Mazen Ahmed
Polynomial Regression Explained
5:21
Multiple Linear Regression in Python
Mazen Ahmed
Multiple Linear Regression in Python
9:55
Understanding Multiple Linear Regression
Mazen Ahmed
Understanding Multiple Linear Regression
6:54
Simple Linear Regression in Python
Mazen Ahmed
Simple Linear Regression in Python
10:56
Understanding Gradient Descent
Mazen Ahmed
Understanding Gradient Descent
18:41
Understanding Simple Linear Regression
Mazen Ahmed
Understanding Simple Linear Regression
15:48
Is Data Science for You?
Mazen Ahmed
Is Data Science for You?
4:37
The Data Series Overview
Mazen Ahmed
The Data Series Overview
1:17