• lesley2958 (33)in #datascience • 8 years ago

  Naive 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…

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• lesley2958 (33)in #machinelearning • 8 years ago

  Intro 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…

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• lesley2958 (33)in #nlp • 8 years ago

  Natural 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…

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• lesley2958 (33)in #r • 8 years ago

  R 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…

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• lesley2958 (33)in #programming • 8 years ago

  Linear 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…

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• lesley2958 (33)in #datascience • 8 years ago

  Data 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 geojsonio

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• lesley2958 (33)in #machinelearning • 8 years ago

  Machine 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…

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• lesley2958 (33)in #r • 8 years ago

  Introducing 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…

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   2 0
• lesley2958 (33)in #nlp • 8 years ago

  Natural 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…

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• lesley2958 (33)in #python • 8 years ago

  Intro 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…

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• lesley2958 (33)in #datascience • 8 years ago

  Data Preparation with Python & Pandas

  0.0 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.…

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• lesley2958 (33)in #nlp • 8 years ago

  Brief 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…

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