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Applied Data Science with Python and Jupyter
Course 1263
1 DAY COURSE

Price:
Course Outline

Attend this Applied Data Science with Python and Jupyter training course and learn about some of the most commonly used libraries that are part of the Anaconda distribution and then explore machine learning models with real datasets. You will also learn about creating reproducible data processing pipelines, visualizations, and prediction models, all with the goal of giving you the skills and exposure you’ll need for the real world.

Data Science is one of the fastest growing professions across all industries. Open source tools like Python have become increasingly popular, and when paired with Jupyter Notebooks, can provide a variety of data-science applications. Attend this one-day hands-on course and learn to leverage all that these powerful tools have to offer.

  • Knowledge of programming fundamentals and some experience with Python, including Python libraries, Pandas, Matplotlib, and scikit-learn.

Applied Data Science with Python and Jupyter Benefits

  • Jupyter Fundamentals
  • Data Cleaning and Advanced Modeling
  • Web Scraping and Interactive Visualizations
  • Machine learning classification strategy
  • Exploratory data analysis and investigation

Applied Data Science with Python and Jupyter Training Outline

Lesson 1: Jupyter Fundamentals

  • Basic Functionality and Features
  • Our First Analysis - The Boston Housing Dataset

Lesson 2: Data Cleaning and Advanced Machine Learning

  • Preparing to Train a Predictive Model
  • Training Classification Models

    • Lesson 3: Web Scraping and Interactive Visualizations

    • Scraping Web Page Data
    Course Dates
    Attendance Method

    How will you be attending the class?

    Selecting 'Live Virtual' allows you to attend remotely from work or home. You will receive email communication well before the class starts with detailed instructions on how to validate your equipment and connect to the classroom for a quality learning experience.

    Additional Details (optional)

    Private Team Training

    Interested in this course for your team? Please complete and submit the form below and we will contact you to discuss your needs and budget.