Certificate in Quantitative Methods: Data-driven Decisions

Name: Certificate in Quantitative Methods: Data-driven Decisions
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The Certificate in Quantitative Methods: Data-driven Decisions is a comprehensive course designed to equip learners with essential skills in data analysis, statistical modeling, and decision-making. This program is critical for professionals seeking to harness the power of data to drive business success.

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AboutThisCourse

With the increasing demand for data-driven decision-makers across industries, this course provides a competitive edge for career advancement. Learners will gain practical experience with industry-standard tools and techniques, enabling them to extract valuable insights from complex data sets. Throughout the course, learners will develop a strong foundation in statistical analysis, predictive modeling, and data visualization. They will also learn to apply these skills to real-world business problems, providing them with the confidence and expertise to drive data-driven decisions in their organizations. By completing this course, learners will be well-positioned to advance their careers in fields such as data analytics, business intelligence, and management consulting, among others.

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CourseDetails

• Statistical Analysis: Descriptive and Inferential Statistics, Probability Distributions, Hypothesis Testing, Confidence Intervals
• Data Visualization: Charting and Graphing Techniques, Data Storytelling, Visualization Tools
• Data Mining: Data Preparation, Data Modeling, Data Mining Techniques, Evaluation Metrics
• Regression Analysis: Simple and Multiple Linear Regression, Logistic Regression, Model Selection and Evaluation
• Experimental Design: Randomized Controlled Trials, Factorial Designs, Sampling Techniques
• Predictive Modeling: Time Series Analysis, Forecasting, Machine Learning Techniques
• Big Data Analytics: Distributed Computing, NoSQL Databases, Data Lake Architecture
• Data Ethics: Privacy, Bias, Transparency, Accountability

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BasicUnderstandingSubject
ProficiencyEnglish
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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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TwoThreeHoursPerWeek
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CERTIFICATE IN QUANTITATIVE METHODS: DATA-DRIVEN DECISIONS

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London College of Foreign Trade (LCFT)

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05 May 2025

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