Shreesha JagadeeshZero to ML Hero in 5 days: Credit Card Fraud Detection — Day 5Building sophisticated ensemble models using tuned base classifiers is how a lot of Kaggle competitions are won. In our final Day 5 of…Apr 29, 2020Apr 29, 2020
Shreesha JagadeeshZero to ML Hero in 5 days: Credit Card Fraud Detection — Day 4Hyperparameter tuning using GridSearchCV is the next step towards increasing the performance of our RandomForestClassifier. Tuning these…Apr 28, 2020Apr 28, 2020
Shreesha JagadeeshZero to ML Hero in 5 days: Credit Card Fraud Detection — Day 3Engineering 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, 2020Apr 27, 2020
Shreesha JagadeeshZero to ML Hero in 5 days: Credit Card Fraud Detection — Day 2Better data will usually beat fancy algorithms! Lets focus on correcting the imbalance in the dataset and then correct any outliers as…Apr 26, 2020Apr 26, 2020
Shreesha JagadeeshZero to ML Hero in 5 days: Credit Card Fraud Detection - Day 1Detecting credit card fraud requires special techniques because the training dataset is heavily imbalanced usually.Apr 25, 2020Apr 25, 2020
Shreesha JagadeeshAgile Machine Learning for Classification — Week 5Ensemble Models with GridSearchCVJan 5, 2020Jan 5, 2020
Shreesha JagadeeshAgile Machine Learning for Classification — Week 4So far we have builtDec 9, 2019Dec 9, 2019
Shreesha JagadeeshAgile Machine Learning for Classification — Week 3So far we have builtNov 16, 2019Nov 16, 2019
Shreesha JagadeeshIterative Machine Learning for Classification — Week 2Agile Data ScienceOct 20, 2019Oct 20, 2019
Shreesha JagadeeshIterative Machine Learning for Classification — Week 1As discussed in the introduction here, lets get started with a binary classification data from Kaggle to illustrate end-to-end Machine…Sep 29, 2019Sep 29, 2019