X content

Click on each picture to find out about it on X.

Why should you split your dataset
Why should you split your dataset
Box-Jenkins methodology
Box-Jenkins methodology
Time bias
Time bias
When not to use Prophet?
When not to use Prophet?
Time Series models classification
Time Series models classification
Forecast Interval Coverage as a Performance Metric
Forecast Interval Coverage as a Performance Metric
Test for Granger causality
Test for Granger causality
MinMax Scaling
MinMax Scaling
Advantages of Prophet
Advantages of Prophet
Select your Time Series model
Select your Time Series model
Time Series with XGBoost
Time Series with XGBoost
Simple Exponential Smoothing
Simple Exponential Smoothing
Triple Exponential Smoothing
Triple Exponential Smoothing
Advantages of RNNs
Advantages of RNNs
Introduction to RNNs
Introduction to RNNs
Sources of Missing data
Sources of Missing data
ARIMA models
ARIMA models
Feature selection
Feature selection
Nature of missing data
Nature of missing data
Handle Missing Values
Handle Missing Values
Granger causality
Granger causality
Steps in DS project
Steps in DS project
Imbalanced data
Imbalanced data
Double Exponential Smoothing
Double Exponential Smoothing
Best scenarios for Prophet
Best scenarios for Prophet
Feature scaling
Feature scaling
What kind of Time Series model is Prophet?
What kind of Time Series model is Prophet?
Prediction Direction Accuracy
Prediction Direction Accuracy
Architecture of RNNs
Architecture of RNNs
SMOTE for imbalanced data
SMOTE for imbalanced data
Recurrent Neural Networks
Recurrent Neural Networks
Forecast Bias
Forecast Bias
Reframe Time Series data into Supervised Learning
Reframe Time Series data into Supervised Learning
Clean your time series data
Clean your time series data
Model doesn't behave well with real data
Model doesn't behave well with real data
Missing data is a problem
Missing data is a problem
Example of nature of missing data
Example of nature of missing data
How to address imbalanced data?
How to address imbalanced data?
2D graphs
2D graphs

. . . . . . . . . . . . . . . .

Follow me on X