Explore space with Python and Visual Studio Code; inspired by Netflix's Over the Moon

Overview

Delve into an exciting journey of data exploration and machine learning, inspired by Netflix’s movie Over the Moon. Join this Microsoft Learn course to harness the power of Python and Visual Studio Code to undertake your own space missions, predict meteor showers, and analyze wildlife pictures.

• Module 1: Mission Planning with Python & pandas – Inspired by Fei Fei, create a clear, clean dataset compiled from various sources to plan your lunar expedition. Learn data cleansing, representation techniques and estimate potential lunar rock samples using Python and pandas.
• Module 2: Predicting Meteor Showers – Explore fundamental concepts about meteor showers, gather the right data, and utilize data manipulation strategies to predict these beautiful space events with machine learning concepts.
• Module 3: Artificial Vision with Custom Vision Service – Train a model to recognize animal images similar to Bungee from the movie, using Microsoft's Custom Vision service, without coding a single line. Focus on creating a robust dataset and emphasizing ethical AI practices.

This course is structured as a multimodal learning experience, enabling learners to apply and see results as they progress through the modules. Ideal for enthusiasts in Python, data science, machine learning, and more.

Categories: Python Courses, Machine ish Understanding Courses, Data Science Courses, Image Recognition Courses, pandas Courses, Visual Studio Code Courses.

Syllabus

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