LUDWIG: Build and train deep learning model without writing code
26:10
LUDWIG: Build and train deep learning model without writing code
3 жыл бұрын
How to train Scikit-Learn model faster?
10:54
How to train Scikit-Learn model faster?
3 жыл бұрын
How to run faster pandas apply function by changing a single line of code?
3:31
How to run faster pandas apply function by changing a single line of code?
3 жыл бұрын
How to speed up Pandas by changing a single line of code?
6:49
How to speed up Pandas by changing a single line of code?
3 жыл бұрын
Why bias is important for deep learning model?
8:45
Why bias is important for deep learning model?
3 жыл бұрын
How Relu activation provides nonlinearity?
10:41
How Relu activation provides nonlinearity?
3 жыл бұрын
How frequently should you retrain machine learning model? - Part2
9:21
How frequently should you retrain machine learning model? - Part2
3 жыл бұрын
How frequently should you retrain machine learning model? - Part1
7:32
How frequently should you retrain machine learning model? - Part1
3 жыл бұрын
What and how much new data is required for machine learning model retraining?
11:30
What and how much new data is required for machine learning model retraining?
3 жыл бұрын
What is machine learning model retraining and why it's required for all production systems?
8:01
What is machine learning model retraining and why it's required for all production systems?
3 жыл бұрын
Deploy machine learning model on Kubernetes
28:17
Deploy machine learning model on Kubernetes
3 жыл бұрын
Create & setup kubernetes cluster using KIND
8:51
Create & setup kubernetes cluster using KIND
3 жыл бұрын
High level overview of kubernete cluster
11:26
High level overview of kubernete cluster
3 жыл бұрын
How to build Machine learning APP using FastAPI, Swagger , Streamlit & Docker?
24:34
How to build Machine learning APP using FastAPI, Swagger , Streamlit & Docker?
3 жыл бұрын
How to build Machine learning APP using FastAPI, Swagger & Streamlit?
44:04
How to build Machine learning APP using FastAPI, Swagger & Streamlit?
3 жыл бұрын
MLflow Model Experiment Tracking - How to track machine learning model experiments?
36:13
MLflow Model Experiment Tracking - How to track machine learning model experiments?
3 жыл бұрын
MLflow Model Experiment Tracking - Why machine learning model tracking is important?
7:47
MLflow Model Experiment Tracking - Why machine learning model tracking is important?
3 жыл бұрын
Importance and approach to explain machine learning model output.
16:09
Importance and approach to explain machine learning model output.
3 жыл бұрын
Partial dependency plot: How feature impact model prediction?
18:27
Partial dependency plot: How feature impact model prediction?
3 жыл бұрын
SHAP Dependency Plot : How feature interaction impact model prediction?
7:23
SHAP Dependency Plot : How feature interaction impact model prediction?
3 жыл бұрын
Why model thinks that a given customer will churn?What explanation SHAP can provide to the end-user?
17:58
Why model thinks that a given customer will churn?What explanation SHAP can provide to the end-user?
3 жыл бұрын
How SHAP global feature importance is different from XGBOOST Feature importance?
8:27
How SHAP global feature importance is different from XGBOOST Feature importance?
3 жыл бұрын
How does SHAP model interpretation works?
11:33
How does SHAP model interpretation works?
3 жыл бұрын
What is permutation importance and how to apply it for getting global feature importance?
15:25
What is permutation importance and how to apply it for getting global feature importance?
3 жыл бұрын
Beyond machine learning model- Counterfactual model explanation - What can be done to minimize churn
27:55
Beyond machine learning model- Counterfactual model explanation - What can be done to minimize churn
3 жыл бұрын
Anchor model Interpretation on Credit Risk dataset
17:10
Anchor model Interpretation on Credit Risk dataset
3 жыл бұрын
LIME model Interpretation on Credit Risk dataset
18:16
LIME model Interpretation on Credit Risk dataset
3 жыл бұрын
How LIME model interpretation works?
6:19
How LIME model interpretation works?
3 жыл бұрын
How to perform a production data validation against the data expectation for the model drift check?
17:37
How to perform a production data validation against the data expectation for the model drift check?
3 жыл бұрын
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