Certificate in Data Science Fundamentals: Next-Gen Fundamentals

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The Certificate in Data Science Fundamentals is a highly relevant and career-advancing course that equips learners with essential data science skills. This program focuses on next-generation fundamentals, providing a solid foundation in data analysis, machine learning, and data visualization.

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In today's data-driven world, the demand for data science professionals has skyrocketed across industries. By completing this course, learners will gain a competitive edge in the job market, as they will have developed a strong understanding of how to extract valuable insights from large datasets and communicate these findings effectively. Through hands-on experience with industry-standard tools and techniques, this certificate course empowers learners to tackle real-world data science challenges with confidence. Whether you're seeking to advance in your current role or transition to a new career, the Certificate in Data Science Fundamentals is an invaluable investment in your professional growth.

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โ€ข Data Science Foundations: Introduction to Data Science, History and Evolution of Data Science, Data Science vs Traditional Statistics, Data Science Applications

โ€ข Data Types and Structures: Numerical Data, Categorical Data, Time Series Data, Text Data, Image Data, Graph/Network Data, Data Structures in Data Science

โ€ข Data Manipulation and Wrangling: Data Cleaning, Data Transformation, Data Merging and Joining, Data Reshaping, Data Aggregation

โ€ข Exploratory Data Analysis (EDA): Descriptive Statistics, Data Visualization, Hypothesis Testing, Univariate and Multivariate Analysis, Dimensionality Reduction

โ€ข Data Modeling and Machine Learning: Regression Analysis, Classification, Clustering, Dimensionality Reduction, Model Evaluation Metrics

โ€ข Big Data Fundamentals: Big Data Overview, Distributed Computing, Hadoop Ecosystem, Spark and PySpark, NoSQL Databases

โ€ข Data Science Tools and Languages: Python for Data Science, R for Data Science, SQL for Data Science, Git and Version Control, Jupyter Notebooks

โ€ข Data Ethics and Privacy: Data Privacy, Bias in Data, Ethical Considerations in Data Science, Responsible AI Practices

โ€ข Data Science Project Management: Data Science Workflow, Reproducible Research, Collaborative Data Science, Data Science Career Paths

่Œไธš้“่ทฏ

This section presents a 3D pie chart showcasing the UK job market trends for Data Science Fundamentals: Next-Gen Fundamentals. The data highlights the percentage of job openings for four primary roles in the data science field. The chart reveals that Data Scientists hold the largest share of job openings with 45%, followed closely by Data Analysts at 35%. Data Engineers represent 15% of the job market, while Business Intelligence Analysts account for the remaining 5%. In the UK, the demand for professionals with data science skills continues to grow, offering competitive salary ranges and diverse career opportunities. Acquiring a Certificate in Data Science Fundamentals: Next-Gen Fundamentals can help you gain the necessary skills to excel in these in-demand roles.

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็คบไพ‹่ฏไนฆ่ƒŒๆ™ฏ
CERTIFICATE IN DATA SCIENCE FUNDAMENTALS: NEXT-GEN FUNDAMENTALS
ๆŽˆไบˆ็ป™
ๅญฆไน ่€…ๅง“ๅ
ๅทฒๅฎŒๆˆ่ฏพ็จ‹็š„ไบบ
UK School of Management (UKSM)
ๆŽˆไบˆๆ—ฅๆœŸ
05 May 2025
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