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Wearable Fitness Data Analytics
Wearable Fitness Data Analytics Training The Wearable Fitness Data Analytics certificate program equips learners with the skills to transform raw sensor signals from smar...
- Analyze raw sensor data from wearables to identify common no...
- Apply data preprocessing techniques to clean and normalize w...
- +6 more outcomes
Google Looker Data Analytics
Google Looker Data Analytics is the practice of using Looker, a modern business intelligence and data analytics platform, to explore, analyze, and visualize data at scale...
- Build LookML views and explores to model data for business a...
- Design interactive dashboards with custom visualizations to...
- +5 more outcomes
dbt Data Transformation
dbt Data Transformation is a methodology and toolset for applying SQL-based transformations to data already loaded into a data warehouse.
- Set up a dbt project and configure profiles for data warehou...
- Build and test dbt models using sources, seeds, and ref func...
- +5 more outcomes
Google Analytics Advanced Reporting
Google Analytics Advanced Reporting refers to the set of techniques and tools that extend the default Google Analytics interface to create highly customized, actionable d...
- Design custom reports and interactive dashboards to visualiz...
- Apply advanced segments and audience definitions to isolate...
- +5 more outcomes
Predictive Analytics Modeling
Predictive analytics modeling is the practice of using historical data and statistical algorithms to identify the likelihood of future outcomes.
- Describe the key stages of the predictive analytics workflow...
- Prepare raw data for predictive modeling by handling missing...
- +6 more outcomes
Data Analyst Career Path and Skills
Data Analyst Career Path and Skills refers to the structured progression of competencies, roles, and professional development that enables individuals to collect, process...
- Map the data analyst career landscape and build a personaliz...
- Apply spreadsheet functions, pivot tables, and lookup techni...
- +6 more outcomes
Data Visualization Principles
Data visualization principles are the set of evidence-based guidelines that govern how data should be mapped to visual properties such as position, length, color, and sha...
- Apply principles of visual perception and data encoding to c...
- Classify data types and select appropriate scales and visual...
- +6 more outcomes
Looker Studio Reporting
Looker Studio Reporting is the practice of using Google's Looker Studio (formerly Data Studio) to transform raw data into meaningful, interactive visualizations and dashb...
- Apply Looker Studio reporting foundations to configure data...
- Connect and prepare a Google Sheets or BigQuery data source...
- +6 more outcomes
Spreadsheet Statistics for Business
Spreadsheet statistics for business is the practice of applying statistical methods to organizational data using spreadsheet software such as Excel or Google Sheets as th...
- Build organized spreadsheet models with formulas, named rang...
- Apply data cleaning and validation techniques in spreadsheet...
- +6 more outcomes
Descriptive Statistics Made Simple
Descriptive statistics is the branch of statistics that focuses on summarizing and describing the main features of a dataset without drawing inferences about a larger pop...
- Classify variables by measurement scale and data type to sel...
- Construct frequency tables and grouped distributions using s...
- +6 more outcomes
Probability for Everyday Decisions
Probability for Everyday Decisions is the applied study of how to quantify, model, and communicate uncertainty in ordinary and professional life.
- Apply basic probability rules to everyday scenarios by defin...
- Use permutations and combinations to count possible outcomes...
- +6 more outcomes
Product Analytics Fundamentals
Product analytics fundamentals is the discipline of collecting, modeling, and interpreting user behavior data to inform product strategy, design, and engineering decision...
- Apply the product analytics lifecycle to frame business ques...
- Design a metrics framework that defines a North Star metric,...
- +6 more outcomes
Forecasting with Spreadsheets
Forecasting with spreadsheets is the practice of using spreadsheet software to project future values of a time series based on its historical patterns.
- Explain core forecasting concepts and distinguish qualitativ...
- Prepare time series data in spreadsheets by cleaning missing...
- +6 more outcomes
Data Storytelling and Presentation
Data storytelling and presentation is the discipline of combining data, narrative, and visual design so that an analytical finding produces understanding and action rathe...
- Apply narrative foundations to frame raw data as a coherent...
- Analyze audience decision context to tailor data presentatio...
- +6 more outcomes
Probabilistic Thinking
Probabilistic thinking is the discipline of reasoning about uncertainty using the formal language of probability, treating the unknown not as a vague obstacle but as a me...
- Apply the axioms of probability to compute probabilities of...
- Construct probability distributions for discrete and continu...
- +6 more outcomes