Professional Certificate in Industrial Data Analytics: Actionable Insights
-- ViewingNowThe Professional Certificate in Industrial Data Analytics: Actionable Insights is a comprehensive course that equips learners with essential skills for career advancement in today's data-driven world. This program emphasizes the importance of data analytics in the industrial sector and provides learners with hands-on experience analyzing real-world data to gain actionable insights.
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โข Introduction to Industrial Data Analytics: Fundamentals of industrial data analytics, overview of data-driven decision making, use cases and benefits.
โข Data Collection and Preprocessing: Data acquisition methods, data cleaning, wrangling, and preprocessing techniques for industrial data.
โข Statistical Analysis for Industrial Data: Descriptive and inferential statistics, probability distributions, hypothesis testing, and regression analysis.
โข Machine Learning Techniques in Industrial Scenarios: Supervised, unsupervised, and reinforcement learning, model selection, and evaluation.
โข Time Series Analysis and Forecasting: Autoregressive, moving average, ARIMA, exponential smoothing, and state space models.
โข Big Data Analytics and Tools: Hadoop, Spark, NoSQL databases, and cloud-based analytics platforms.
โข Prescriptive Analytics and Optimization: Linear, integer, and nonlinear programming, optimization techniques, and decision making.
โข Data Visualization and Communication: Data storytelling, visualization tools, and best practices.
โข Industrial Data Analytics Project Management: Project planning, execution, monitoring, and controlling in an industrial analytics context.
โข Ethics and Data Privacy in Industrial Data Analytics: Data privacy regulations, ethical considerations, and responsible data analytics practices.
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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