Data Analytics & DS
Mathematical frameworks, multi-language coding models, storage parsing, and big data orchestration clusters.
- 701Mathematics & StatisticsLinear algebra, multivariable calculus, probability theory, hypothesis testing, and statistical inference
- 702Programming LanguagesProduction environments in Python, R, Java, or Scala for coding and data manipulation
- 703Databases & SQLRelational databases, NoSQL systems, and Structured Query Language (SQL) data extraction
- 704Data VisualizationGraphical storytelling utilizing Matplotlib, Seaborn, Tableau, and Power BI
- 705Machine LearningSupervised and unsupervised learning, regression, classification, and clustering algorithms
- 706Big Data & Cloud ComputingScalable architectures including Hadoop, Apache Spark, AWS, and Google Cloud Platform
- 707Advanced TopicsDeep learning networks, Natural Language Processing (NLP), and computer vision models