Global Certificate in Technology Trends Data Analysis
-- ViewingNowThe Global Certificate in Technology Trends Data Analysis is a comprehensive course designed to equip learners with essential skills in data analysis and technology trends. This course is critical for professionals seeking career advancement in today's data-driven world.
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โข Data Analysis Fundamentals: Introduction to data analysis, data types, data wrangling, and data visualization.
โข Statistical Analysis: Descriptive and inferential statistics, probability distributions, and hypothesis testing.
โข Machine Learning Essentials: Supervised, unsupervised, and reinforcement learning, model evaluation, and hyperparameter tuning.
โข Big Data Analytics: Hadoop, Spark, and distributed computing, data lake and data warehouse concepts.
โข Data Visualization Tools: Tableau, PowerBI, and data storytelling, data visualization best practices.
โข Natural Language Processing (NLP): Text preprocessing, sentiment analysis, topic modeling, and text classification.
โข Artificial Intelligence (AI) Trends: Machine learning, deep learning, and computer vision, AI ethics and bias.
โข Cloud Computing: AWS, Azure, and Google Cloud, cloud data analytics and storage.
โข Cybersecurity and Data Privacy: Data security, encryption, and access control, GDPR, CCPA, and data privacy regulations.
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