Masterclass Certificate Ad Fraud for Data Scientists

Name: Masterclass Certificate Ad Fraud for Data Scientists
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The Masterclass Certificate in Ad Fraud for Data Scientists is a comprehensive course that addresses the growing challenge of ad fraud in the industry. This certification equips learners with the necessary skills to detect, analyze, and mitigate ad fraud, making them highly valuable to employers.

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このコースについて

In today's digital world, ad fraud has become a significant issue, costing businesses billions of dollars each year. Consequently, there is a high demand for data scientists who can effectively combat this problem. This course covers a range of topics including the fundamentals of ad fraud, data analysis techniques, machine learning algorithms, and visualization tools. By the end of the course, learners will have a deep understanding of ad fraud and how to use data science to prevent it, significantly enhancing their career prospects. Enroll in this course to gain a competitive edge, increase your value to employers, and contribute to the fight against ad fraud.

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コース詳細

• Introduction to Ad Fraud
• Types of Ad Fraud: Click Injection, Click Spam, SDK Spoofing, Ad Stacking, and Identity Fraud
• Data Collection: Web Scraping and APIs
• Data Cleaning and Preprocessing
• Exploratory Data Analysis (EDA) for Ad Fraud Detection
• Machine Learning Techniques for Ad Fraud Detection: Supervised and Unsupervised Learning
• Model Evaluation and Selection: ROC Curve, Precision-Recall Curve, and F1 Score
• Real-time Ad Fraud Detection
• Ethical Considerations and Legal Regulations in Ad Fraud Detection

キャリアパス

The Masterclass Certificate Ad Fraud for Data Scientists is designed to help data professionals develop a strong understanding of ad fraud detection and prevention strategies. This certificate program is particularly relevant as the demand for skilled data scientists with expertise in ad fraud is increasing in the UK job market. According to our research, the following roles are most relevant to this certificate program, with data scientists taking the lead: 1. Data Scientist: Approximately 60% of the ad fraud-related job opportunities in the UK are targeted at data scientists. With a median salary range of £42,000 to £70,000 per year, data scientists are expected to possess skills in machine learning, statistical analysis, and data visualization. 2. Machine Learning Engineer: Around 25% of the ad fraud-related job opportunities in the UK seek machine learning engineers. With a median salary range of £50,000 to £90,000 per year, professionals in this role are expected to have expertise in machine learning algorithms, deep learning, and programming languages like Python. 3. Data Analyst: Approximately 10% of the ad fraud-related job opportunities in the UK are targeted at data analysts. With a median salary range of £28,000 to £48,000 per year, data analysts need to be proficient in data cleaning, data visualization, and statistical analysis. 4. Business Intelligence Developer: Around 5% of the ad fraud-related job opportunities in the UK are targeted at business intelligence developers. With a median salary range of £35,000 to £65,000 per year, professionals in this role should master SQL, data visualization, and reporting tools. By earning the Masterclass Certificate Ad Fraud for Data Scientists, you will enhance your professional skillset and increase your competitiveness in the rapidly evolving UK job market.

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MASTERCLASS CERTIFICATE AD FRAUD FOR DATA SCIENTISTS

に授与されます

学習者名

でプログラムを完了した人

London School of International Business (LSIB)

授与日

05 May 2025

ブロックチェーンID： s-1-a-2-m-3-p-4-l-5-e

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