kittycatDeep Convolutional Neural NetworksConvolutional neural networks, or CNNs, are a family of models that were inspired by how the visual cortex of the human brain works when…11 min read·Dec 31, 2021----
kittycatNatural Language Processing, movie sentiment analysis (part III)This is based on the first two parts of Natural Language Processing Part I and II.11 min read·Dec 25, 2021----
kittycatNatural Language Processing, movie sentiment analysis (part II)As we have seen in Natural Language Processing, movie sentiment analysis (part I). There are other ways to improve our model. Let’s start…10 min read·Dec 18, 2021----
kittycatNatural Language Processing, movie sentiment analysis (part I)Text is usually just a string in your dataset, but not all string features should be treated as text. A string feature can sometimes…9 min read·Dec 12, 2021----
kittycatMachine learning deployment using flaskIt is now time to deploy our machine learning model that we built previously “diabetes” as a REST API. First, we need to install the Flask…6 min read·Dec 3, 2021----
kittycatDiabetes disease predictionFor this case study, we are going to help predict the likelihood of a person being diagnosed with diabetes based on several diagnostic…5 min read·Nov 27, 2021----
kittycatClustering using K-means for clothing designSince there is no label in unlabeled data, it is thus of interest to us that we are able to find patterns in that unlabeled data. This…5 min read·Nov 19, 2021----
kittycatData Preprocessing (Part II)Partitioning a dataset into separate training and test sets11 min read·Nov 12, 2021----
kittycatData Preprocessing (Part I)The quality of the data and the amount of useful information that it contains are key factors that determine how well a machine learning…8 min read·Nov 6, 2021----
kittycatK-Nearest Neighbors (KNN)KNN is a relatively simple algorithm compared to the other algorithms. It works by comparing the query instance’s distance to the other…8 min read·Oct 31, 2021----