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DATA SCIENCE - Coggle Diagram
DATA SCIENCE
Programming
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Conditionals, List & Dict Comprehension
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Fundamental Algorithms - searching, graphs, sorting etc.
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Data Engineering
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Using Tools - Kafka, Airflow, Spark
Cloud Services - AWS, GCP, Azure
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Mathematics & Statistics
Descriptive - Mean, Median, Mode etc.
Inferential - Hypothesis, CI, p-value, A/B Testing
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Probability - Bayes Theorem, Conditionals, etc.
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Sampling, Data Distributions, T-Tests
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EDA, Business Acumen & Storytelling
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Data Visualization - Matplotlib, Seaborn, Plotly
Building Dashboards - Excel, Jupyter
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Machine Learning
Supervised - Regression, Classification
Unsupervised - Dimensional Reduction, Clustering
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