Joe Ganser - Data Scientist/Engineer, Teacher & Fitness junky

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Joe Ganser - Data Scientist/Engineer, Teacher & Fitness junky

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Curriculum Vitae
Research Projects
Research Projects
Accomplishments
Lecture Notes
Lecture Notes
- Stats with Python
  Stats with Python
  - Exploratory Data Analysis
    Exploratory Data Analysis
    
    Notebook
  - Hypothesis Testing
    Hypothesis Testing
    
    Intro slides
    
    Hypothesis testing 2 slides
    
    Notebook
- Supervised Learning
  Supervised Learning
  - Classification part 1
    Classification part 1
    
    Notebook
    
    Slides
  - Classification part 2
    Classification part 2
    
    Notebook
  - Regression part 1
    Regression part 1
    
    Notebook
    
    Slides
  - Regression part 2
    Regression part 2
    
    Notebook
    
    Slides
  - K-Nearest Neighbors & Decision Trees
    K-Nearest Neighbors & Decision Trees
    
    Notebook
    
    Slides
- Unsupervised Learning
  Unsupervised Learning
  - DB Scan
    DB Scan
    
    Notebook
    
    Slides
  - Kmeans
    Kmeans
    
    Notebook
  - Gaussian Mixture Models
    Gaussian Mixture Models
    
    Slides
    
    Notebook
- Spark
  Spark
  - Intro to Spark
    Intro to Spark
    
    Slides
    
    Notebook
  - Splink - Slides
- Intro to Python
  Intro to Python
  - Object Oriented Programming part 1
    Object Oriented Programming part 1
    
    Notebook
  - Object Oriented Programming part 2
    Object Oriented Programming part 2
    
    Notebook
  - Dynamic Programming
    Dynamic Programming
    
    Slides
    
    Notebook
Courses Taught
Courses Taught
- Teaching Experiences
- Python for Data Science
  Python for Data Science
  - Syllabus
- Big Data Computing
  Big Data Computing
  - Syllabus
- Advanced Programming for AI & Big Data
  Advanced Programming for AI & Big Data
  - Syllabus
Scientific Conferences