Certificate in Model Evaluation for Predictive Analytics

Name: Certificate in Model Evaluation for Predictive Analytics
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CourseDetails

• Model Selection
• Performance Metrics for Model Evaluation
• Cross-Validation Techniques
• Bias-Variance Tradeoff in Model Evaluation
• Overfitting and Underfitting in Predictive Analytics
• Evaluation of Regression Models
• Evaluation of Classification Models
• Model Evaluation using Resampling Techniques
• Model Evaluation in Machine Learning

CareerPath

The **Certificate in Model Evaluation for Predictive Analytics** prepares professionals for in-demand roles in the UK's growing predictive analytics field. This section features a 3D pie chart showcasing job market trends, representing the percentage of professionals employed in various roles: 1. **Data Scientist**: With a 35% share, data scientists lead the predictive analytics job market. They design, implement, and maintain data systems to extract insights and knowledge from structured and unstructured data. 2. **Machine Learning Engineer**: Comprising 25% of the market, machine learning engineers develop and implement machine learning models and algorithms. They ensure systems are performing efficiently and effectively. 3. **Statistician**: Accounting for 20% of the field, statisticians collect, analyze, and interpret quantitative data to provide insights and inform decision-making. They design surveys, experiments, and opinion polls to collect data. 4. **Business Intelligence Developer**: With a 15% share, business intelligence developers design, build, and maintain business intelligence systems to facilitate data analysis and improve decision-making. 5. **Data Analyst**: Making up the remaining 5%, data analysts collect, process, and perform statistical analyses on data to provide actionable insights and help companies make informed decisions.

EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
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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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CERTIFICATE IN MODEL EVALUATION FOR PREDICTIVE ANALYTICS

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London School of International Business (LSIB)

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05 May 2025

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