BlogHide Resteemslesley2958 (33)in datascience • 7 years agoNaive Bayes Algorithm: Bayes Theorem (Part 1)Setup This guide was written in Python 3.6. Python and Pip If you haven't already, please download Python and Pip . Introduction In this tutorial set, we'll review the Naive Bayes…lesley2958 (33)in machinelearning • 7 years agoIntro to Linear Regression (Part 1)1.0 Introduction Regression Analysis is a predictive modeling technique for figuring out the relationship between a dependent and independent variable. This is used for forecasting, time series…lesley2958 (33)in nlp • 7 years agoNatural Language Processing (Part 3 - WordNets & Info Extraction)Introduction Again, continuing this tutorial series on Natural language processing, I'll introduce wordnets with the Python module, nltk . For reference, you can check out previous posts…lesley2958 (33)in r • 7 years agoR Programming Tutorial (Part 2 - Data Collections!)Introduction Working off of my previous R programming post here , I'll continue with the core of R programming: data collections . Data Collections Frequently, your program will require…lesley2958 (33)in programming • 7 years agoLinear Algebra with Python -- Vectors.0.0 Setup This guide was written in Python 3.6. 0.1 Python and Pip Download Python and Pip . 0.2 Libraries We'll be working with numpy and scipy, so make sure to install them. Pull…lesley2958 (33)in datascience • 7 years agoData Visualization with Python -- GeoSpatial!0.0 Setup This guide was written in Python 3.6. 0.1 Python and Pip If you haven't already, download Python and Pip . 0.2 Libraries pip3 install geojsoniolesley2958 (33)in machinelearning • 7 years agoMachine Learning Series (Support Vector Machines)Introduction In this series of posts, I'll introduce the theory behind Support Vector Machines, a class of machine learning algorithms used for classification purposes. 1.0 Support Vector…lesley2958 (33)in r • 7 years agoIntroducing R! (Part 1 - Variables & Data Types)full credit to udemy for providing this photo online here Setup This guide was written in R 3.2.3. R & R Studio Download R and R Studio . Packages Next, to install the R…lesley2958 (33)in nlp • 7 years agoNatural Language Processing with Python & NLTK (Part 2)image originally from Tertiary Courses Introduction Working off my post from yesterday , I'll continue with Word Taggers, an incredibly important topic in natural language processing.…lesley2958 (33)in python • 7 years agoIntro to Data Visualization with Python (Part 1)1.0 Introduction Data Visualization is an important and exciting aspect of data science. It reveals information we otherwise wouldn't have noticed. It allows us to showcase the work we've done…lesley2958 (33)in datascience • 7 years agoData Preparation with Python & Pandas0.0 Setup This guide was written in Python 3.6. 0.1 Python and Pip Download Python and Pip . 0.2 Other Let's install the modules we'll need for this tutorial. Open up your terminal…lesley2958 (33)in nlp • 7 years agoBrief Introduction to Natural Language Processing & Regular Expressions (Part 1)image originally from Tertiary Courses 0.0 Setup This guide was written in Python 3.6. 0.1 Python & Anaconda Download Python and Pip . 0.2 Libraries We'll be working with the…
