Certificate in Algorithms & Data Science: Actionable Knowledge
-- ViewingNowThe Certificate in Algorithms & Data Science: Actionable Knowledge is a comprehensive course designed to meet the surging industry demand for data science expertise. This program equips learners with essential skills in data analysis, machine learning, and algorithmic thinking, thereby empowering them to make data-driven decisions and drive business outcomes.
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โข Algorithmic Complexity & Big O Notation
โข Data Structures: Arrays, Linked Lists, Trees
โข Search Algorithms: Linear Search, Binary Search
โข Sort Algorithms: Bubble Sort, Quick Sort, Merge Sort
โข Graph Algorithms: Depth-First Search, Breadth-First Search
โข Dynamic Programming: Basic Concepts & Techniques
โข Greedy Algorithms: Coin Changing Problem, Activity Selection
โข Divide and Conquer: Strategy & Examples
โข Introduction to Machine Learning Algorithms
โข Data Science Essentials: Data Cleaning, Preprocessing, Visualization
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