The campaign is for those who want to advance in the world of machine learning and know about deep learning. If a Stackie has previous knowledge of Python and Machine Learning, it will be easier for them to follow along. Neural networks are helpful to learn as they require less human assistance and are capable of modeling data with various levels of complexity.
Number of Quests
The campaign should have 2 quests.
Quest 1 Summary
Quest 1 will aim at helping students understand what is machine learning and deep learning. It can use resources from freecodecamp or kaggle in terms of article explaining those terms or using datasets. These will be useful as these platforms are often go-to for anything related to programming and data.
Quest 1 Learning Objectives
Stackies will learn
to explain what is deep learning and machine learning
how data can be modeled
Quest 1 Deliverables
Stackies will submit a quiz to show they understood deep learning.
Quest 2 Summary
Quest 2 will teach Stackies to code in Python to model data using neural networks and explain the meaning behind the results. They will pick a dataset from Kaggle and then run their model to describe the data.
Quest 1 Learning Objectives
Stackies will learn
to use Python modules such as Tensorflow and Sklearn
to prepare data before modeling
to predict values using their model
to explain the results after modeling
Quest 1 Deliverables
Stackies will submit a screenshot of their model being built and using it to predict on new data.
Name of Proposer: Akshar
Campaign Name: Neural Netowrks
Campaign Description
The campaign is for those who want to advance in the world of machine learning and know about deep learning. If a Stackie has previous knowledge of Python and Machine Learning, it will be easier for them to follow along. Neural networks are helpful to learn as they require less human assistance and are capable of modeling data with various levels of complexity.
Number of Quests
The campaign should have 2 quests.
Quest 1 Summary
Quest 1 will aim at helping students understand what is machine learning and deep learning. It can use resources from freecodecamp or kaggle in terms of article explaining those terms or using datasets. These will be useful as these platforms are often go-to for anything related to programming and data.
Quest 1 Learning Objectives
Stackies will learn
Quest 1 Deliverables
Stackies will submit a quiz to show they understood deep learning.
Quest 2 Summary
Quest 2 will teach Stackies to code in Python to model data using neural networks and explain the meaning behind the results. They will pick a dataset from Kaggle and then run their model to describe the data.
Quest 1 Learning Objectives
Stackies will learn
Quest 1 Deliverables
Stackies will submit a screenshot of their model being built and using it to predict on new data.