How to Build a Machine Learning Model
9:03
YouTubeData Professor
How to Build a Machine Learning Model
In this video, I will be giving a high-level overview on how to build a machine learning model. I use this cartoon infographic that I've drawn to illustrate the machine learning model building process. I cover the entire process starting from obtaining the initial dataset, data pre-processing, exploratory data analysis, data splitting, model ...
46.5K viewsDec 23, 2020
Shorts
Part 1 ~ Machine Learning Algorithms Will Finally Make Sense After This In this video, we break down machine learning in the simplest way possible, not as a complex theory, but as a set of practical tools used to solve real-world problems. Starting from Linear Regression, we move through Logistic Regression, Decision Trees, Support Vector Machines, K-Nearest Neighbors, Dimensionality Reduction, Random Forest, K-Means Clustering, and Naive Bayes, understanding what each algorithm actually does, w
1:05
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Part 1 ~ Machine Learning Algorithms Will Finally Make Sense After This In this
thom.code
How to Build Your First Machine Learning Model 👩‍💻 We built a tiny ML model that uses apartment size to predict rent - yes, it’s that simple! Trained on 10 examples, got predictions from the test set, and judged with mean squared error. Ask it for a predicted based on 950 square feet and it returns ~2,325 dollars. Now you can explain the line, not just draw it. #machinelearning #datascience #python #ml #code
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