Lorraine LiinTowards Data ScienceCleaning and Transforming Data with SQLLearn how to use SQL queries to prepare, clean, and transform data for analysis!6 min read·Dec 10, 2019--3--3
Lorraine LiinTowards Data ScienceDeep Learning Basics: A Crash CourseLearn what deep learning is and how deep learning algorithms are used in real-world applications!8 min read·Nov 21, 2019----
Lorraine LiinTowards Data ScienceImmutable vs Mutable Data Types in PythonLearn the difference between mutable and immutable data types and how to find out which is which!5 min read·Oct 17, 2019--1--1
Lorraine LiinTowards Data ScienceDatabase Normalization ExplainedLearn about database normalization by designing and modifying an example database schema!6 min read·Jul 2, 2019--10--10
Lorraine LiinTowards Data ScienceIntroduction to Multilayer Neural Networks with TensorFlow’s Keras APILearn how to build and train a multilayer perceptron using TensorFlow’s high-level API Keras!8 min read·Jun 11, 2019----
Lorraine LiinTowards Data ScienceK-Means Clustering with scikit-learnLearn the fundamentals and mathematics behind the popular k-means clustering algorithm and how to implement it in scikit-learn!7 min read·May 31, 2019--5--5
Lorraine LiinTowards Data SciencePrincipal Component Analysis for Dimensionality ReductionLearn how to perform PCA by learning the mathematics behind the algorithm and executing it step-by-step with Python!10 min read·May 24, 2019--10--10
Lorraine LiinTowards Data ScienceClassification and Regression Analysis with Decision TreesLearn how to build classification and regression decision trees!8 min read·May 15, 2019--2--2
Lorraine LiinTowards Data ScienceHow to Perform Exploratory Data Analysis with SeabornExplore a real dataset by creating attractive visualizations with the seaborn library.9 min read·Feb 19, 2019--5--5
Lorraine LiinTowards Data ScienceIntroduction to Linear Regression in PythonA quick tutorial on how to implement linear regressions with Python.8 min read·Oct 24, 2018--9--9