Certificate in Data Analysis Techniques for Career Growth
-- ViewingNowThe Certificate in Data Analysis Techniques for Career Growth is a comprehensive course designed to empower learners with essential data analysis skills demanded by the industry. This program focuses on teaching statistical methods, data visualization, and predictive modeling using popular tools like Excel, Python, and SQL.
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โข Data Analysis Fundamentals: Understanding Data Types, Data Quality, Data Cleaning, Data Wrangling
โข Statistical Analysis: Descriptive Statistics, Inferential Statistics, Probability Distributions, Hypothesis Testing
โข Data Visualization: Charting Techniques, Visualization Tools, Data Storytelling
โข Data Modeling: Regression Analysis, Time Series Analysis, Predictive Modeling
โข Big Data Analysis: Hadoop, Spark, NoSQL Databases
โข Machine Learning: Supervised Learning, Unsupervised Learning, Reinforcement Learning
โข Data Analysis Tools: Excel, R, Python, SQL
โข Data Ethics: Privacy, Bias, Transparency, Accountability
โข Data-Driven Decision Making: Communicating Results, Business Impact, Implementation Strategies
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