The Ultimate
Roadmap to
Machine Learning Excellence
Start with Python & R
Versatile skills
Essential foundations
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Learn Basic Statistics
Probability Distributions
Basic Probability
Variance, Standard Deviation & Standard Error
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Data Visualization Tools
NumPy
Matplotlib
Pandas
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Exploratory Data Analysis
Basic metrics analysis
Data pre-processing
Variables and data types
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Machine Learning Types
Supervised Learning
Unsupervised Learning
Classification
Clustering
Regression
Association
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Big Data Technologies
Hadoop, NoSQL
TensorFlow, Docker, Kubernetes
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Journey to Machine Learning Mastery Today!
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