Python: A Guided Journey from Introduction to Application Specialization

Learn the basics of Python Programming. Implement solutions to real-world problems using Python

Instructors: Steven Osburn +1 more

What you'll learn

  •     Students will master the basic skills of coding in python and will be able to understand the syntax.
  •    Students will get an introduction to Data Science material and learn how to perform data analysis and visualization using python.
  •   Students will understand why object oriented programming is used and how to create a graphical user interface.
  •    Students will apply their gained python skills to the field of Machine Learning, where they will get to build their own classifiers and prediction models.

    • Skills you'll gain

  •   Unsupervised Learning
  •   Integrated Development Environments
  •   Matplotlib
  •   Deep Learning
  •   Image Analysis
  •   Pandas (Python Package)
  •   Generative AI
  •   User Interface (UI)
  •   Machine Learning Algorithms
  •   Event-Driven Programming
  •   NumPy
  •   Development Environment

    • Specialization - 4 course series

    In each of these courses, you will complete coding problems that will strengthen your coding skills. At the end of each course, you will be asked to complete a peer review assignment. You will be tasked with creating a simple calculator and working with data to create data type arrays, implement DataFrames, and display the data in a scatter plot. You will also be asked to design an application that will convert a command line application to a GUI, and use your knowledge about machine learning to develop a classifier that helps medical personnel distinguish between malignant and benign tumors.

    Data Analysis and Visualization with Python

    Object-Oriented Programming and GUI with Python

    Introduction to Machine Learning with Python

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