Professional Certificate in Ad Campaign Data Analysis & Insights

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The Professional Certificate in Ad Campaign Data Analysis & Insights is a comprehensive course designed to equip learners with critical skills in data analysis for advertising campaigns. This certification is crucial in today's data-driven world, where businesses rely heavily on data-backed decisions for successful marketing campaigns.

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With the increasing demand for data-savvy marketing professionals, this course offers a unique blend of industry-relevant knowledge and practical skills. Learners will gain expertise in data collection, analysis, and visualization, enabling them to extract valuable insights from complex ad campaign data. Upon completion, learners will be able to optimize marketing strategies, improve ROI, and drive business growth. This certificate course not only enhances learners' analytical skills but also boosts their career advancement opportunities in the competitive marketing industry.

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โ€ข Unit 1: Introduction to Ad Campaign Data Analysis & Insights
โ€ข Unit 2: Understanding Ad Metrics and KPIs
โ€ข Unit 3: Data Collection Methods for Ad Campaigns
โ€ข Unit 4: Data Cleaning and Preparation
โ€ข Unit 5: Exploratory Data Analysis (EDA) for Ad Campaigns
โ€ข Unit 6: Data Visualization Techniques in Ad Campaign Analysis
โ€ข Unit 7: Statistical Analysis for Ad Campaign Insights
โ€ข Unit 8: Advanced Analytics: Predictive Modeling and Machine Learning
โ€ข Unit 9: Communicating Ad Campaign Insights
โ€ข Unit 10: Optimizing Ad Campaign Strategies with Data Insights

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็คบไพ‹่ฏไนฆ่ƒŒๆ™ฏ
PROFESSIONAL CERTIFICATE IN AD CAMPAIGN DATA ANALYSIS & INSIGHTS
ๆŽˆไบˆ็ป™
ๅญฆไน ่€…ๅง“ๅ
ๅทฒๅฎŒๆˆ่ฏพ็จ‹็š„ไบบ
London School of International Business (LSIB)
ๆŽˆไบˆๆ—ฅๆœŸ
05 May 2025
ๅŒบๅ—้“พID๏ผš s-1-a-2-m-3-p-4-l-5-e
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