Global Certificate in Data Science Essentials: Analytical Skills

Name: Global Certificate in Data Science Essentials: Analytical Skills
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The Global Certificate in Data Science Essentials: Analytical Skills is a comprehensive course designed to equip learners with fundamental data science skills. This certification is crucial in today's data-driven world, where businesses increasingly rely on data for decision-making.

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AboutThisCourse

The course covers key concepts in data analysis, visualization, and machine learning, providing a strong foundation for a career in data science. With the global data science industry projected to reach $187 billion by 2025, there is a high demand for professionals with data analytics skills. This course prepares learners for this demand by teaching them how to interpret and analyze complex datasets, communicate findings effectively, and use data to solve real-world problems. Upon completion, learners will have a portfolio of projects showcasing their data analytical skills, making them more competitive in the job market. They will be able to apply these skills in various industries, including healthcare, finance, and technology, leading to career advancement opportunities.

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CourseDetails

• Data Collection: Understanding data sources, data types, and data collection methods.
• Data Cleaning: Techniques for handling missing or inconsistent data, outlier detection, and data imputation.
• Data Analysis: Descriptive and inferential statistics, probability distributions, and hypothesis testing.
• Data Visualization: Data storytelling, chart selection, and visual best practices.
• Exploratory Data Analysis (EDA): Univariate, bivariate, and multivariate analysis, hypothesis generation, and data investigation.
• Statistical Modeling: Regression analysis, generalized linear models, and model evaluation.
• Machine Learning Basics: Supervised, unsupervised, and reinforcement learning, model training, and model validation.
• Data Ethics: Responsible data use, privacy, and bias mitigation.
• Big Data Analytics: Distributed computing, Hadoop, Spark, and cloud-based data solutions.

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EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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FlexibleLearningPace

TwoThreeHoursPerWeek
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DigitalCertificate
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GLOBAL CERTIFICATE IN DATA SCIENCE ESSENTIALS: ANALYTICAL SKILLS

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London College of Foreign Trade (LCFT)

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05 May 2025

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