Professional Certificate in Data Science: Actionable Data
-- ViewingNowThe Professional Certificate in Data Science: Actionable Data is a comprehensive course that equips learners with essential data science skills in high demand by industry leaders. This program, offered by leading universities and institutions, covers data manipulation, statistical analysis, and data visualization using popular tools and programming languages like Python, R, and SQL.
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โข Unit 1: Introduction to Data Science · Overview of the data science landscape, key concepts, and techniques
โข Unit 2: Data Wrangling · Data cleaning, preprocessing, and transformation
โข Unit 3: Data Analysis · Exploratory data analysis, statistical methods, and visualization
โข Unit 4: Data Modeling · Supervised and unsupervised learning, model evaluation, and selection
โข Unit 5: Big Data · Introduction to big data technologies, distributed computing, and data processing frameworks
โข Unit 6: Machine Learning Algorithms · Linear regression, logistic regression, decision trees, random forests, and neural networks
โข Unit 7: Deep Learning · Convolutional neural networks, recurrent neural networks, and long short-term memory networks
โข Unit 8: Natural Language Processing · Text processing, sentiment analysis, and topic modeling
โข Unit 9: Data Ethics · Data privacy, bias, fairness, and transparency
โข Unit 10: Actionable Data Science · Communicating insights, data-driven decision making, and strategy development
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