Executive Development Programme in Data Science for Non-Programmers

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The Executive Development Programme in Data Science for Non-Programmers is a certificate course designed to empower non-programming professionals with essential data science skills. In today's data-driven world, there's a high demand for professionals who can interpret and apply data to make informed business decisions.

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이 과정에 대해

This course is critical for career advancement as it bridges the gap between non-technical professionals and data science. It equips learners with the latest tools, techniques, and platforms for data analysis, visualization, and machine learning. Learners will gain hands-on experience in using data science to solve real-world business problems, without needing a programming background. Upon completion, learners will have a solid understanding of data science principles and applications, making them valuable assets in any industry. This course is a perfect opportunity for non-programmers to gain a competitive edge and advance their careers in data science.

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과정 세부사항

• Introduction to Data Science – Basics of data science, its importance, and applications
• Data Literacy for Non-Programmers – Understanding data types, data formats, and data sources
• Data Cleaning and Preparation – Techniques to clean, prepare, and preprocess data
• Data Analysis Tools – Excel, Power BI, and Google Sheets for data analysis
• Data Visualization – Creating and interpreting data visualizations using tools like Tableau and Power BI
• Statistical Analysis – Introduction to statistical concepts and their application in data science
• Machine Learning Essentials – Introduction to machine learning algorithms and use cases
• Decision Trees and Random Forests – Understanding and implementing decision tree and random forest models
• Data Storytelling – Communicating insights and recommendations based on data analysis
• Ethics in Data Science – Understanding ethical considerations and responsible use of data science

경력 경로

The Executive Development Programme in Data Science for Non-Programmers is designed to equip professionals with the necessary skills to excel in the rapidly growing UK data science job market. This 3D pie chart showcases the most in-demand roles and their market share, based on up-to-date job market trends. In the dynamic world of data, effective decision-making and strategic planning require professionals who can analyse complex data, identify patterns, and communicate actionable insights. This interactive chart emphasizes the importance of these skills and the industry relevance of the following roles: 1. **Data Scientist**: With a 35% share, data scientists are highly sought after for their ability to design and implement machine learning models, analyse large datasets, and communicate data-driven insights. 2. **Data Analyst**: Comprising 25% of the market, data analysts are indispensable in organizations for interpreting data, discovering trends, and creating visual reports to aid in strategic planning. 3. **Business Intelligence Analyst**: These professionals, representing 20% of the market, are responsible for gathering and analysing data to support business decision-making, uncover operational efficiencies, and improve overall performance. 4. **Data Engineer**: With a 15% share, data engineers design, construct, and maintain data systems and databases, ensuring data quality and availability for analytics and reporting. 5. **Data Architect**: Although having a smaller share of 5%, data architects play a crucial role in designing and implementing organizational data strategies, aligning data systems with business goals. This 3D pie chart highlights the significance of the aforementioned roles and the growing demand for data science skills in the UK, making the Executive Development Programme in Data Science for Non-Programmers a valuable investment for professionals looking to stay competitive in their careers.

입학 요건

  • 주제에 대한 기본 이해
  • 영어 언어 능숙도
  • 컴퓨터 및 인터넷 접근
  • 기본 컴퓨터 기술
  • 과정 완료에 대한 헌신

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  • 공식 자격에 보완적

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샘플 인증서 배경
EXECUTIVE DEVELOPMENT PROGRAMME IN DATA SCIENCE FOR NON-PROGRAMMERS
에게 수여됨
학습자 이름
에서 프로그램을 완료한 사람
London School of International Business (LSIB)
수여일
05 May 2025
블록체인 ID: s-1-a-2-m-3-p-4-l-5-e
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