Master SQL for data analysis and data science. Write queries, aggregate data, join tables, use window functions, and work with databases for AI data pipelines.
Learn SQL for Data Science and Machine Learning
While not exclusively an EDA course, it teaches the SQL skills essential for extracting and manipulating data from databases, a crucial first step in any exploratory analysis.
A course that covers the fundamentals of vector databases, from embeddings to practical applications. It is part of the DeepLearning.AI offerings on Coursera.
This specialization covers the foundational concepts of data science, including data wrangling and visualization as part of the exploratory data analysis process.
A specialization that provides the foundational SQL skills needed to query and extract data for exploratory data analysis.
For those with a basic understanding of SQL, this course delves into more advanced querying techniques that can be used for in-depth data exploration.
Get instant access to a workbook on Data Science, follow along, and keep for referenceIntroduce yourself to our community of students in this course and tell us your goals with data scienceEncouragement and celebration of your progress every step of the way: 25% > 50% > 75% & 100%30 hours of clear and concise step-by-step instructions, lessons, and engagementThis data science course provides participants with the knowledge, skills, and experience associated with Data Science. Students will explore a range of data science tools, algorithms, Machine Learning, and statistical techniques, with the aim of discovering hidden insights and patterns from raw data in order to inform scientific business decision-making.What you will learn:Data Science and Its TypesTop 10 Jobs in Data ScienceTools of Data ScienceVariables and Data in PythonIntroduction to PythonProbability and StatisticsFunctions in PythonOperator in PythonDataFrame with ExcelDictionaries in PythonTuples and loopsConditional Statement in PythonSequences in PythonIterations in PythonMultiple Regression in PythonLinear RegressionLibraries in PythonNumpy and SK LearnPandas in PythonK-Means ClusteringClustering of DataData Visualization with MatplotlibData Preprocessing in PythonMathematics in PythonData Visualization with PlotlyWhat is Deep Learning?Deep LearningNeural NetworkTensor FlowPostgreSQLMachine Learning and Data Science<
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