Professional Certificate in Data-driven AI Concepts: Machine Learning Basics

Name: Professional Certificate in Data-driven AI Concepts: Machine Learning Basics
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The Professional Certificate in Data-driven AI Concepts: Machine Learning Basics is a crucial course for those interested in the rapidly growing field of Artificial Intelligence. This program covers fundamental machine learning concepts, algorithms, and models, providing a solid foundation for further studies in AI.

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AboutThisCourse

With industry demand for AI and machine learning skills at an all-time high, this certificate equips learners with essential skills for career advancement. By understanding how to leverage data-driven techniques, you will be able to create intelligent systems that can analyze complex datasets, identify patterns, and make data-driven decisions. Through hands-on experience with popular machine learning tools and frameworks, this course empowers learners to develop practical skills that are highly valued in today's tech-driven job market. By completing this program, you will be well-positioned to take on new challenges and opportunities in AI and machine learning, giving you a competitive edge in your career.

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CourseDetails

• Introduction to Data-driven AI & Machine Learning
• Understanding Data: Preprocessing & Data Wrangling
• Types of Machine Learning: Supervised, Unsupervised, and Reinforcement Learning
• Key Machine Learning Algorithms: Regression, Classification, and Clustering
• Implementing Machine Learning Models with Python & Libraries
• Model Evaluation and Selection
• Dimensionality Reduction and Feature Selection
• Introduction to Deep Learning Concepts
• Real-world Applications of Data-driven AI & Machine Learning

CareerPath

In the UK, the demand for professionals with AI skills is booming. This section highlights the most sought-after AI-related roles and their respective market shares, based on various job market trends and skill demand statistics. 1. **Data Scientist**: Accounting for 30% of the market share, data scientists play a crucial role in extracting valuable insights from large datasets and driving data-driven decision-making in their organisations. 2. **Machine Learning Engineer**: Holding 25% of the market share, machine learning engineers are responsible for designing, implementing, and maintaining machine learning systems to enable automation and predictive analytics. 3. **Data Analyst**: With 20% of the market share, data analysts collect, process, and perform statistical analyses on data to identify trends, patterns, and insights. 4. **Data Engineer**: Data engineers (15% of the market share) design, build, and maintain data systems, pipelines, and databases to ensure data is accessible, reliable, and secure for further analysis. 5. **Business Intelligence Developer**: Completing the list, business intelligence developers (10% of the market share) create and maintain business analytics tools, reports, and dashboards to enable data-driven decision-making at all levels of an organisation. These roles showcase the diverse and multidisciplinary nature of the AI industry. By pursuing a Professional Certificate in Data-driven AI Concepts: Machine Learning Basics, you'll be well-positioned to explore careers in any of these fields, building a strong foundation in machine learning and artificial intelligence concepts.

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BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
DedicationCompleteCourse

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FastTrack GBP £140

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ThreeFourHoursPerWeek
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StandardMode GBP £90

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TwoThreeHoursPerWeek
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PROFESSIONAL CERTIFICATE IN DATA-DRIVEN AI CONCEPTS: MACHINE LEARNING BASICS

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London College of Foreign Trade (LCFT)

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05 May 2025

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