Global Certificate Data Science Foundations

Name: Global Certificate Data Science Foundations
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The Global Certificate in Data Science Foundations is a comprehensive course designed to equip learners with essential data science skills. This program is critical in today's data-driven world, where businesses rely heavily on data to make informed decisions.

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À propos de ce cours

With the exponential growth of data, there's an increasing demand for data science professionals across industries. This course provides a solid foundation in data science, including statistical analysis, data visualization, and machine learning. Learners are equipped with essential skills for career advancement, such as problem-solving, critical thinking, and data-driven decision making. They will gain hands-on experience with powerful tools and programming languages like Python, R, and SQL. This course is an excellent starting point for those interested in pursuing a career in data science or enhancing their current skillset.

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Détails du cours

• Data Types and Structures: Delving into fundamental data types, including numerical, categorical, and text data, and exploring various data structures such as arrays, matrices, data frames, and lists.
• Data Wrangling and Cleaning: Mastering techniques to handle missing or inconsistent data, reshaping and aggregating data, and preparing data for analysis using popular data mangling tools and libraries.
• Data Visualization: Learning best practices for creating effective visualizations and applying them using popular data visualization libraries, with a focus on storytelling through data.
• Statistical Analysis and Probability: Building foundational knowledge in statistical concepts, probability distributions, and hypothesis testing to guide data-driven decision-making.
• Machine Learning Fundamentals: Delving into various machine learning techniques, including regression, classification, clustering, and dimensionality reduction, and understanding their applications.
• Deep Learning Basics: Exploring the principles of neural networks, including feedforward and recurrent networks, and their applications in solving complex problems.
• Data Ethics and Privacy: Understanding the ethical considerations surrounding data science, including privacy, bias, and fairness, and learning best practices to address them.
• Data Science Tools and Infrastructure: Familiarizing with popular data science tools and infrastructure, including programming languages, libraries, and cloud platforms.
• Experimental Design and Data Interpretation: Learning best practices for designing experiments, analyzing results, and interpreting data to inform decision-making.

Parcours professionnel

The Global Certificate in Data Science Foundations prepares students for various in-demand data-related roles. The 3D pie chart below highlights the percentage distribution of roles in the UK data science job market, based on recent studies. The chart reveals the following insights: 1. Data Scientist: Accounting for 35% of the market, data scientists are highly sought after, with their expertise in statistical analysis, predictive modeling, and data visualization. 2. Machine Learning Engineer: These professionals contribute to 25% of the demand, focusing on creating and implementing machine learning algorithms, models, and systems. 3. Data Analyst: Making up 20% of the job market, data analysts collect, process, and perform statistical analyses to extract valuable insights from data. 4. Data Engineer: With a 15% share, data engineers build and maintain data systems, pipelines, and databases to ensure data is available for analytics purposes. 5. Business Intelligence Developer: Representing 5% of the roles, business intelligence developers create dashboards, reports, and data visualizations to support strategic decision-making. These roles emphasize the increasing significance of data science in the UK, offering diverse career opportunities for professionals with relevant skills.

Exigences d'admission

Compréhension de base de la matière
Maîtrise de la langue anglaise
Accès à l'ordinateur et à Internet
Compétences informatiques de base
Dévouement pour terminer le cours

Aucune qualification formelle préalable requise. Cours conçu pour l'accessibilité.

Statut du cours

Ce cours fournit des connaissances et des compétences pratiques pour le développement professionnel. Il est :

Non accrédité par un organisme reconnu
Non réglementé par une institution autorisée
Complémentaire aux qualifications formelles

Vous recevrez un certificat de réussite en terminant avec succès le cours.

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GLOBAL CERTIFICATE DATA SCIENCE FOUNDATIONS

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London School of International Business (LSIB)

Décerné le

05 May 2025

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