Global Certificate in Data Analytics and Automation
-- ViewingNowThe Global Certificate in Data Analytics and Automation is a crucial course designed to meet the increasing industry demand for data-savvy professionals. This certificate program empowers learners with essential skills in data analysis, automation, and machine learning, making them highly attractive to employers in today's data-driven world.
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⢠Data Analysis Foundations – Understanding data types, data wrangling, data visualization, and data storytelling.
⢠Statistical Analysis – Descriptive and inferential statistics, probability distributions, and hypothesis testing.
⢠Machine Learning – Supervised, unsupervised, and reinforcement learning; predictive modeling and model evaluation.
⢠Big Data Analytics – Hadoop, Spark, and NoSQL databases; distributed computing and data processing.
⢠Data Analytics Tools – Excel, R, Python, SQL, and Tableau; fundamentals of data manipulation and analysis.
⢠Automation with R and Python – Automating data analysis and reporting tasks using R and Python.
⢠Natural Language Processing (NLP) – Text mining, sentiment analysis, and topic modeling using NLP techniques.
⢠Data Ethics and Privacy – Understanding ethical considerations in data collection, storage, and analysis; ensuring data privacy and security.
⢠Data Science Project Management – Planning, executing, and delivering data analytics and automation projects; working with cross-functional teams.
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