Basic Statistics and Data Mining for Data Science

The Basics of Analyzing Data 3 lectures 28:00 The Course Overview This video provides an overview of the entire course. Basic Steps of Data Analysis This video discusses the basic steps to analyze data topics. • Specifying research objectives defining the population and sample (sampling strategy) • Designing the research collecting the data • Preparing the data, analyzing the data, and reporting the findings Measurement Level and Descriptive Statistics This video discusses the measurement level and descriptive statistics. • Get to know types of Measurement level: Nominal, ordinal, interval, and ratio • Study the types of Descriptive statistics: Measures of central tendency measures of dispersion • Explore measurement level, descriptive statistics, and statistical tests • Assessment • Congratulations! you have completed the Section. To validate your learning, go ahead and download the Assesment for this section. Answers Download Assessment The Basics of Analyzing Data - Quiz The Basics of Analyzing Data 3 lectures 28:00 The Course Overview This video provides an overview of the entire course. Basic Steps of Data Analysis This video discusses the basic steps to analyze data topics. • Specifying research objectives defining the population and sample (sampling strategy) • Designing the research collecting the data • Preparing the data, analyzing the data, and reporting the findings Measurement Level and Descriptive Statistics This video discusses the measurement level and descriptive statistics. • Get to know types of Measurement level: Nominal, ordinal, interval, and ratio • Study the types of Descriptive statistics: Measures of central tendency measures of dispersion • Explore measurement level, descriptive statistics, and statistical tests • Assessment • Congratulations! you have completed the Section. To validate your learning, go ahead and download the Assesment for this section. Answers Download Assessment The Basics of Analyzing Data - Quiz The Course Overview This video provides an overview of the entire course. The Course Overview This video provides an overview of the entire course. The Course Overview This video provides an overview of the entire course. The Course Overview This video provides an overview of the entire course. This video provides an overview of the entire course. This video provides an overview of the entire course. Basic Steps of Data Analysis This video discusses the basic steps to analyze data topics. • Specifying research objectives defining the population and sample (sampling strategy) • Designing the research collecting the data • Preparing the data, analyzing the data, and reporting the findings Basic Steps of Data Analysis This video discusses the basic steps to analyze data topics. • Specifying research objectives defining the population and sample (sampling strategy) • Designing the research collecting the data • Preparing the data, analyzing the data, and reporting the findings Basic Steps of Data Analysis This video discusses the basic steps to analyze data topics. • Specifying research objectives defining the population and sample (sampling strategy) • Designing the research collecting the data • Preparing the data, analyzing the data, and reporting the findings Basic Steps of Data Analysis This video discusses the basic steps to analyze data topics. • Specifying research objectives defining the population and sample (sampling strategy) • Designing the research collecting the data • Preparing the data, analyzing the data, and reporting the findings This video discusses the basic steps to analyze data topics. • Specifying research objectives defining the population and sample (sampling strategy) • Designing the research collecting the data • Preparing the data, analyzing the data, and reporting the findings This video discusses the basic steps to analyze data topics. • Specifying research objectives defining the population and sample (sampling strategy) • Designing the research collecting the data • Preparing the data, analyzing the data, and reporting the findings Measurement Level and Descriptive Statistics This video discusses the measurement level and descriptive statistics. • Get to know types of Measurement level: Nominal, ordinal, interval, and ratio • Study the types of Descriptive statistics: Measures of central tendency measures of dispersion • Explore measurement level, descriptive statistics, and statistical tests • Assessment • Congratulations! you have completed the Section. To validate your learning, go ahead and download the Assesment for this section. Answers Download Assessment Measurement Level and Descriptive Statistics This video discusses the measurement level and descriptive statistics. • Get to know types of Measurement level: Nominal, ordinal, interval, and ratio • Study the types of Descriptive statistics: Measures of central tendency measures of dispersion • Explore measurement level, descriptive statistics, and statistical tests • Assessment • Congratulations! you have completed the Section. To validate your learning, go ahead and download the Assesment for this section. Answers Download Assessment Measurement Level and Descriptive Statistics This video discusses the measurement level and descriptive statistics. • Get to know types of Measurement level: Nominal, ordinal, interval, and ratio • Study the types of Descriptive statistics: Measures of central tendency measures of dispersion • Explore measurement level, descriptive statistics, and statistical tests • Assessment • Congratulations! you have completed the Section. To validate your learning, go ahead and download the Assesment for this section. Answers Download Assessment Measurement Level and Descriptive Statistics This video discusses the measurement level and descriptive statistics. • Get to know types of Measurement level: Nominal, ordinal, interval, and ratio • Study the types of Descriptive statistics: Measures of central tendency measures of dispersion • Explore measurement level, descriptive statistics, and statistical tests • Assessment • Congratulations! you have completed the Section. To validate your learning, go ahead and download the Assesment for this section. Answers Download Assessment This video discusses the measurement level and descriptive statistics. • Get to know types of Measurement level: Nominal, ordinal, interval, and ratio • Study the types of Descriptive statistics: Measures of central tendency measures of dispersion • Explore measurement level, descriptive statistics, and statistical tests • Assessment • Congratulations! you have completed the Section. To validate your learning, go ahead and download the Assesment for this section. Answers Download Assessment This video discusses the measurement level and descriptive statistics. • Get to know types of Measurement level: Nominal, ordinal, interval, and ratio • Study the types of Descriptive statistics: Measures of central tendency measures of dispersion • Explore measurement level, descriptive statistics, and statistical tests • Assessment • Congratulations! you have completed the Section. To validate your learning, go ahead and download the Assesment for this section. Answers Download Assessment The Basics of Analyzing Data - Quiz The Basics of Analyzing Data - Quiz The Basics of Analyzing Data - Quiz The Basics of Analyzing Data - Quiz Summarizing Individual Variables 4 lectures 41:23 Reasons for Summarizing Individual Variables This video discusses the reasons for summarizing individual variables. • Learn to answer important questions and check data for incorrect or unusual values • Establish the base rates, determine if the subgroups should be combined • Provide basis for more complex analyses Obtaining Frequencies and Summary Statistics This video discusses how to obtain frequencies and summary statistics. • Learn to run frequencies • Specify summary statistics Data Distributions This video discusses data distributions. • Study Normal distributions and uniform distributions • Positively skewed distributions and negatively skewed distributions • Finally, study about Bimodal distributions Visualizing Data This video discusses various graphs. • Study about Pie charts and bar charts • Study histograms • Learn about box and Whiskers plots • Assessment • Congratulations! you have completed the Section. To validate your learning, go ahead and download the Assesment for this section. Answers Download Assessment Summarizing Individual Variables - Quiz Summarizing Individual Variables. 4 lectures 41:23 Reasons for Summarizing Individual Variables This video discusses the reasons for summarizing individual variables. • Learn to answer important questions and check data for incorrect or unusual values • Establish the base rates, determine if the subgroups should be combined • Provide basis for more complex analyses Obtaining Frequencies and Summary Statistics This video discusses how to obtain frequencies and summary statistics. • Learn to run frequencies • Specify summary statistics Data Distributions This video discusses data distributions. • Study Normal distributions and uniform distributions • Positively skewed distributions and negatively skewed distributions • Finally, study about Bimodal distributions Visualizing Data This video discusses various graphs. • Study about Pie charts and bar charts • Study histograms • Learn about box and Whiskers plots • Assessment • Congratulations! you have completed the Section. To validate your learning, go ahead and download the Assesment for this section. Answers Download Assessment Summarizing Individual Variables - Quiz Reasons for Summarizing Individual Variables This video discusses the reasons for summarizing individual variables. • Learn to answer important questions and check data for incorrect or unusual values • Establish the base rates, determine if the subgroups should be combined • Provide basis for more complex analyses Reasons for Summarizing Individual Variables This video discusses the reasons for summarizing individual variables. • Learn to answer important questions and check data for incorrect or unusual values • Establish the base rates, determine if the subgroups should be combined • Provide basis for more complex analyses Reasons for Summarizing Individual Variables This video discusses the reasons for summarizing individual variables. • Learn to answer important questions and check data for incorrect or unusual values • Establish the base rates, determine if the subgroups should be combined • Provide basis for more complex analyses Reasons for Summarizing Individual Variables This video discusses the reasons for summarizing individual variables. • Learn to answer important questions and check data for incorrect or unusual values • Establish the base rates, determine if the subgroups should be combined • Provide basis for more complex analyses This video discusses the reasons for summarizing individual variables. • Learn to answer important questions and check data for incorrect or unusual values • Establish the base rates, determine if the subgroups should be combined • Provide basis for more complex analyses This video discusses the reasons for summarizing individual variables. • Learn to answer important questions and check data for incorrect or unusual values • Establish the base rates, determine if the subgroups should be combined • Provide basis for more complex analyses Obtaining Frequencies and Summary Statistics This video discusses how to obtain frequencies and summary statistics. • Learn to run frequencies • Specify summary statistics Obtaining Frequencies and Summary Statistics This video discusses how to obtain frequencies and summary statistics. • Learn to run frequencies • Specify summary statistics Obtaining Frequencies and Summary Statistics This video discusses how to obtain frequencies and summary statistics. • Learn to run frequencies • Specify summary statistics Obtaining Frequencies and Summary Statistics This video discusses how to obtain frequencies and summary statistics. • Learn to run frequencies • Specify summary statistics This video discusses how to obtain frequencies and summary statistics. • Learn to run frequencies • Specify summary statistics This video discusses how to obtain frequencies and summary statistics. • Learn to run frequencies • Specify summary statistics Data Distributions This video discusses data distributions. • Study Normal distributions and uniform distributions • Positively skewed distributions and negatively skewed distributions • Finally, study about Bimodal distributions Data Distributions This video discusses data distributions. • Study Normal distributions and uniform distributions • Positively skewed distributions and negatively skewed distributions • Finally, study about Bimodal distributions Data Distributions This video discusses data distributions. • Study Normal distributions and uniform distributions • Positively skewed distributions and negatively skewed distributions • Finally, study about Bimodal distributions Data Distributions This video discusses data distributions go ahead and download the Assesment for this section....