Certificate in Data Science Patterns
-- ViewingNowThe Certificate in Data Science Patterns is a comprehensive course designed to empower learners with essential data science skills in high demand across industries. This program covers key topics including data visualization, machine learning, and big data processing, equipping learners with the ability to derive valuable insights from complex data sets.
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โข Data Science Fundamentals: Introduction to Data Science, Data Types and Structure, Data Wrangling and Cleaning
โข Statistical Analysis: Descriptive and Inferential Statistics, Probability Theory, Hypothesis Testing
โข Data Visualization: Data Visualization Techniques, Tools and Libraries, Visualization Best Practices
โข Machine Learning: Supervised and Unsupervised Learning, Model Evaluation, Model Selection
โข Predictive Modeling: Regression Analysis, Classification, Time Series Analysis
โข Big Data Analytics: Distributed Computing, NoSQL Databases, Hadoop and Spark
โข Deep Learning: Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks
โข Natural Language Processing: Text Preprocessing, Sentiment Analysis, Named Entity Recognition
โข Data Ethics and Privacy: Data Privacy Regulations, Ethical Considerations in Data Science
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