Lorraine LiinTowards Data ScienceCleaning and Transforming Data with SQLLearn how to use SQL queries to prepare, clean, and transform data for analysis!Dec 10, 20193Dec 10, 20193
Lorraine LiinTowards Data ScienceDeep Learning Basics: A Crash CourseLearn what deep learning is and how deep learning algorithms are used in real-world applications!Nov 21, 2019Nov 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!Oct 17, 20191Oct 17, 20191
Lorraine LiinTowards Data ScienceDatabase Normalization ExplainedLearn about database normalization by designing and modifying an example database schema!Jul 2, 201910Jul 2, 201910
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!Jun 11, 2019Jun 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!May 31, 20195May 31, 20195
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!May 24, 201910May 24, 201910
Lorraine LiinTowards Data ScienceClassification and Regression Analysis with Decision TreesLearn how to build classification and regression decision trees!May 15, 20192May 15, 20192
Lorraine LiinTowards Data ScienceHow to Perform Exploratory Data Analysis with SeabornExplore a real dataset by creating attractive visualizations with the seaborn library.Feb 19, 20195Feb 19, 20195
Lorraine LiinTowards Data ScienceIntroduction to Linear Regression in PythonA quick tutorial on how to implement linear regressions with Python.Oct 24, 20189Oct 24, 20189