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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 ...
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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
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