Mathematics & Statistics for Machine Learning
Learn these concepts First before learning Machine Learning | With English Subtitles
What you’ll learn
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You will understand the fundamentals of mathematics and statistics relevant for machine learning
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You will gain insights on the application of math and stats on machine learning
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You will know what problems Machine Learning can solve, and how the Machine Learning Process works
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You will learn Measures of Central Tendency vs Dispersion
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You will understand Mean vs Standard Deviation & Percentiles
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You will have clarity on the Types of Data & Dependent vs independent variables
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You will be knowledgeable on Probability & Sample Vs population
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You will gain clarity on Hypothesis testing
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You will learn the Types of distribution & Outliers
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You will understand the maths behind algorithms like regression, decision tree and kNN
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You will gain insights on optimization and gradient descent
Who this course is for:
- Data Scientists, Python Programmers, ML Practitioners, IT Managers managing data science projects
