DS&A

Customized reports useful for obtaining specific data required by business users.

To compare differences between two groups of buyers.

Reasoning and decision making under various sources of uncertainty.

An automated message or notification indicating that a predefined event or error condition has occurred.

Having appropriate data that are of sufficient quality and appropriately organized for the analysis task.

By modifying standard report queries or filter values to get real-time data on demand.

A report describing the number of hospital patients for every diagnosis code for each day of the week.

Introduction to Data Science and Analytics.

It allows the company to make long-term plans and prepare for changes in the market.

It provides the actual answer rather than just driving exclusions.

They are useful to some extent, but not for making long-term decisions.

To solve their problems.

Time series forecasting sales revenue in the future.

Monthly or quarterly financial reports.

To analyze and interpret numerical data for making inferences about a population from sample data.

To identify the best possible action for a situation.

Current and potential audience, emerging trends, and how audiences interact with content.

The management and processing of data.

Strategic decision making.

What plans should we make?

What action needs to be taken?

Forecasting.

Data mining, text analytics, machine learning, statistical learning, and mathematical optimization.

A projection of a business’s future developments based on trends, patterns, and current and historical data analysis.

It helps in identifying current and potential audiences, emerging trends, audience interactions, and customer sentiments.

A technology that performs multidimensional analysis at high speeds on large volumes of data.

Data assessment and cleaning.

What is the trend?

More than 4 million.

Online Analytical Processing.

Statistical Analysis.

To choose the most suitable method for specific data analysis needs.

Association Rule Mining.

Because they cannot oversee everything happening within the business.

A multidisciplinary field that deals with technologies, processes, and systems to extract knowledge and insight from data.

By enhancing business potential, expanding the customer base, and refining marketing strategies.

Monthly sales reports.

Information is processed data that provides context and relevance for decision-making.

Operational decision making.

What’s happening right now?

To forecast outcomes based on data patterns.

Classification.

Decisions often occur based on instincts or gut feeling.

A report showing how many items were sold over a certain period.

Discovering the optimal suggestion for a process.

To allow users to receive critical business information quickly and efficiently.

Data transformation.

Predictive analytics, which forecasts future trends based on historical data.

A process of making decisions based on data analysis and interpretation.

Organizing, storing, and maintaining data for effective use.

It helps in reporting and understanding data insights effectively.

Because data seldom arrive in a suitable state and need to be transformed into a proper form for analysis.

Data should be specially prepared for the task of analytics.

Mean, median, and mode of sales in a month.

It helps make business decisions backed up by analyzed data.

Factors affecting a person's decision to go for digital banking.

They describe just 'what happened' in a particular area.

The ability to analyze multidimensional data interactively from multiple perspectives.

Understanding what active customers think and feel about the brand.

Analytical methods and theories for data analysis and optimization.

Find the number of laptops sold in Q1 in Australia.

90%.

Wisdom involves applying knowledge to make sound decisions that create long-term value.

A field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data.

Qualitative, quantitative, structured, and unstructured data.

656 million tweets.

Management and processing of data, and analytical methods and theories for data analysis and optimization.

The levels include data, information, knowledge, and wisdom.

Data integration.

Standard and Ad-hoc reports.

To analyze data to make informed decisions and derive actionable insights.

They produce massive amounts of data every day.

Data analytics, including data mining, text analytics, machine and statistical learning, mathematical optimization, and visualization.

Regression.

The use of aggregations.

Find the revenue from selling TVs from all continents in Q2.

It allows for more informed and objective decisions based on data analysis.

46,740 pictures.

Using charts, graphs, tables, and other visualization methods.

By enabling data-driven decision making and optimizing processes.

To make predictions of future events based on current and past data.

Via email and other communication methods.

A store manager can be automatically informed when in-stock levels of critical items fall below or rise above a certain threshold.

To notify users of significant changes or events.

The study and application of methods to analyze and interpret complex data.

Methods used to extract insights and actionable information from data to enhance business performance.

Neural Networks.

Data serves as the raw material for generating insights and making informed decisions.

Knowledge is the understanding and awareness gained from analyzing information.

Both structured and unstructured data.

Data systems such as databases and warehousing, including data cleaning, engineering, monitoring, reporting, and visualization.

To prepare data for analysis by removing inaccuracies and inconsistencies.

Statistical analysis, machine learning, data mining, and predictive modeling.

To process data and extract meaningful patterns and insights.

Evaluating their effectiveness, accuracy, and applicability to specific business problems.

To find the best solution or outcome from a set of options.