Shreesha Jagadeesh – Medium

Shreesha Jagadeesh

Shreesha Jagadeesh

Zero to ML Hero in 5 days: Credit Card Fraud Detection — Day 5

Building sophisticated ensemble models using tuned base classifiers is how a lot of Kaggle competitions are won. In our final Day 5 of…

Apr 29, 2020

Zero to ML Hero in 5 days: Credit Card Fraud Detection — Day 5

Apr 29, 2020

Shreesha Jagadeesh

Zero to ML Hero in 5 days: Credit Card Fraud Detection — Day 4

Hyperparameter tuning using GridSearchCV is the next step towards increasing the performance of our RandomForestClassifier. Tuning these…

Apr 28, 2020

Zero to ML Hero in 5 days: Credit Card Fraud Detection — Day 4

Apr 28, 2020

Shreesha Jagadeesh

Zero to ML Hero in 5 days: Credit Card Fraud Detection — Day 3

Engineering better features with existing data is like dark magic. It takes not only years to master but also an intuition. In the 3rd day…

Apr 27, 2020

Zero to ML Hero in 5 days: Credit Card Fraud Detection — Day 3

Apr 27, 2020

Shreesha Jagadeesh

Zero to ML Hero in 5 days: Credit Card Fraud Detection — Day 2

Better data will usually beat fancy algorithms! Lets focus on correcting the imbalance in the dataset and then correct any outliers as…

Apr 26, 2020

Zero to ML Hero in 5 days: Credit Card Fraud Detection — Day 2

Apr 26, 2020

Shreesha Jagadeesh

Zero to ML Hero in 5 days: Credit Card Fraud Detection - Day 1

Detecting credit card fraud requires special techniques because the training dataset is heavily imbalanced usually.

Apr 25, 2020

Zero to ML Hero in 5 days: Credit Card Fraud Detection - Day 1

Apr 25, 2020

Shreesha Jagadeesh

Agile Machine Learning for Classification — Week 5

Ensemble Models with GridSearchCV

Jan 5, 2020

Agile Machine Learning for Classification — Week 5

Jan 5, 2020

Shreesha Jagadeesh

Agile Machine Learning for Classification — Week 4

So far we have built

Dec 9, 2019

Agile Machine Learning for Classification — Week 4

Dec 9, 2019

Shreesha Jagadeesh

Agile Machine Learning for Classification — Week 3

So far we have built

Nov 16, 2019

Agile Machine Learning for Classification — Week 3

Nov 16, 2019

Shreesha Jagadeesh

Iterative Machine Learning for Classification — Week 2

Agile Data Science

Oct 20, 2019

Iterative Machine Learning for Classification — Week 2

Oct 20, 2019

Shreesha Jagadeesh

Iterative Machine Learning for Classification — Week 1

As discussed in the introduction here, lets get started with a binary classification data from Kaggle to illustrate end-to-end Machine…

Sep 29, 2019

Iterative Machine Learning for Classification — Week 1

Sep 29, 2019

Shreesha Jagadeesh

Shreesha Jagadeesh

I am an AI leader helping tackle high-impact business problems with the help of cutting edge Personalization techniques. You can connect on LinkedIn

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