Executive Development Programme in Advanced Data Analytics: Gradient Descent

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The Executive Development Programme in Advanced Data Analytics: Gradient Descent certificate course is a comprehensive program designed to equip learners with essential skills in data analytics. This course is crucial in today's data-driven world, where businesses rely heavily on data-driven decision-making.

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AboutThisCourse

The course covers gradient descent, a fundamental optimization technique in machine learning, which is in high demand across industries. By enrolling in this course, learners will gain a deep understanding of gradient descent and its applications. They will learn how to implement gradient descent in various machine learning algorithms, enabling them to tackle complex data analytics tasks. The course also covers related concepts such as linear regression, logistic regression, and neural networks, providing a holistic view of advanced data analytics. Upon completion of the course, learners will be equipped with the skills and knowledge necessary to advance their careers in data analytics. They will be able to apply their skills to real-world business problems, providing valuable insights and driving business success. Overall, this course is an excellent opportunity for professionals looking to enhance their data analytics skills and stay competitive in the job market.

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CourseDetails

• Introduction to Data Analytics & Machine Learning
• Understanding Gradient Descent
• Mathematical Background of Gradient Descent
• Types of Gradient Descent: Batch, Stochastic, and Mini-Batch
• Derivatives and Gradients in Gradient Descent
• Optimizing Gradient Descent: Learning Rate and Momentum
• Implementing Gradient Descent in Python
• Advanced Topics in Gradient Descent: Adaptive Learning Rate and Regularization
• Real-World Applications of Gradient Descent in Business

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  • BasicUnderstandingSubject
  • ProficiencyEnglish
  • ComputerInternetAccess
  • BasicComputerSkills
  • DedicationCompleteCourse

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FastTrack GBP £149
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  • ThreeFourHoursPerWeek
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StandardMode GBP £99
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  • TwoThreeHoursPerWeek
  • RegularCertificateDelivery
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EXECUTIVE DEVELOPMENT PROGRAMME IN ADVANCED DATA ANALYTICS: GRADIENT DESCENT
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UK School of Management (UKSM)
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05 May 2025
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