Professional Certificate in Decimal Manipulation for Data Science
-- ViewingNowThe Professional Certificate in Decimal Manipulation for Data Science is a crucial course designed to equip learners with essential skills in decimal manipulation. This skill set is in high demand in the data science industry, where precise and accurate data analysis is vital for informed decision-making.
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โข Decimal Data Representation - IEEE 754 standard, floating-point numbers, precision and rounding errors
โข Decimal Operations - Addition, subtraction, multiplication, and division of decimal numbers
โข Scientific Notation - E notation, conversion between decimal and scientific notation
โข Decimals in Data Science - Handling, analyzing, and visualizing decimal data in Python or R
โข Accuracy and Precision - Quantifying errors, controlling precision, preventing loss of significant digits
โข Decimals in Numerical Computations - Numerical stability, condition number, backward error analysis
โข Decimal Libraries - Using libraries like NumPy, Pandas, and scipy for decimal calculations
โข Best Practices for Decimal Manipulation - Tips and guidelines for efficient decimal computations
โข Case Studies and Applications - Real-world examples of decimal manipulation in data science
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