Professional Certificate in Predictive Modeling with Spark

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The Professional Certificate in Predictive Modeling with Spark is a vital course for individuals seeking to advance their careers in data analysis and machine learning. This program covers the fundamentals of predictive modeling and big data processing using Apache Spark, a powerful tool used in large-scale data analytics.

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AboutThisCourse

In today's data-driven world, there is a high demand for professionals who can analyze and interpret complex datasets to make informed business decisions. This course equips learners with essential skills to meet this demand, including data preprocessing, feature engineering, model selection, and evaluation. By completing this program, learners will gain hands-on experience with Spark's MLlib library, which provides machine learning algorithms for regression, classification, clustering, and collaborative filtering. With a Professional Certificate in Predictive Modeling with Spark, learners can demonstrate their expertise in data analysis and machine learning, opening up opportunities for career advancement in various industries.

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CourseDetails

• Introduction to Predictive Modeling with Spark
• Setting up a Spark Environment for Predictive Modeling
• Data Preprocessing for Predictive Modeling using Spark
• Machine Learning Algorithms in Spark for Predictive Modeling
• Model Training and Validation with Spark
• Feature Engineering and Selection in Spark
• Advanced Predictive Modeling Techniques in Spark
• Evaluating Model Performance and Fine-tuning in Spark
• Real-world Case Studies of Predictive Modeling with Spark

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EntryRequirements

  • BasicUnderstandingSubject
  • ProficiencyEnglish
  • ComputerInternetAccess
  • BasicComputerSkills
  • DedicationCompleteCourse

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CourseFee

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FastTrack GBP £140
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AcceleratedLearningPath
  • ThreeFourHoursPerWeek
  • EarlyCertificateDelivery
  • OpenEnrollmentStartAnytime
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StandardMode GBP £90
CompleteInTwoMonths
FlexibleLearningPace
  • TwoThreeHoursPerWeek
  • RegularCertificateDelivery
  • OpenEnrollmentStartAnytime
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  • DigitalCertificate
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PROFESSIONAL CERTIFICATE IN PREDICTIVE MODELING WITH SPARK
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London School of International Business (LSIB)
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05 May 2025
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