Gather and manage HR data from demographics, recruitment metrics, performance evaluations, training records, and engagement surveys to inform data-driven decisions while ensuring data quality, privacy, and GDPR-compliant security.
HR People Analytics: Data-Driven HR Decision Making (コース)
Employee Metrics, Workforce Planning, Talent Management, Analytics Tools & Ethical Considerations | With Case Studies
すべてのレベル • 46 講義 • 生涯アクセス
認定マスターインストラクター
トレーラー
インストラクターに会う: Dr. Amar Massoud
19 ms
5.0 / 5.0
グローバル評価アメリカ英語
99言語の字幕2時間 46分
総コンテンツ何を学ぶか
Apply HR analytics to improve decision-making.
Develop predictive models for HR challenges.
Master data collection and analysis techniques.
Enhance HR processes with actionable insights.
コース内容
13 セクション • 46 講義 • 02:46:57 全長Analytics Tools and Techniques
03:00
Explore analytics tools and techniques for HR analytics, including HRIS and HCM software, data visualization, trend analysis, reporting, basic statistics, and predictive analytics to forecast turnover and guide workforce planning.
Overview of HR analytics Tools and Software
02:35
Explore the evolving landscape of HR analytics tools and software, including HR information systems and HCM platforms, with cloud based analytics, predictive modeling, and machine learning for data driven decisions.
Basic Statistics for HR Analytics
02:33
Explore how basic statistics support data-driven HR decisions through descriptive and inferential methods, correlation, and probability, including mean, standard deviation, regression, and turnover predictions.
Introduction to predictive analytics in HR
02:31
Explore how predictive analytics in HR uses historical data and statistical models to forecast workforce trends, support recruitment, retention, workforce planning, and engagement.
Practical Application and Case Studies
02:15
Apply practical people analytics through hands-on exercises with real world HR data and analyze case studies of successful projects to develop a data-driven solution for HR challenges.
Analyzing Case Studies of Successful People Analytics Projects
11:07
Explore how IBM, Starbucks, and Deloitte apply people analytics to drive retention, optimize staffing, and leadership development through data-driven insights and predictive models.
週間学習計画
学習の旅を計画しよう
AIがあなたの可用時間に合わせたスケジュールを作成5 時間/週
要件
Basic familiarity with HR concepts and terms can be helpful but is not mandatory.
Access to a computer with internet connectivity to utilize online tools and software demonstrated in the course.
An interest in data analysis and willingness to engage with quantitative methods.
対象者
HR Professionals: Those already working in human resources who want to incorporate data analytics into their practice to improve decision-making and HR operations.
Managers and Team Leaders: Individuals in leadership roles who seek to understand HR analytics to better manage their teams and support strategic business decisions.
Aspiring HR Analysts: Beginners and students who are considering a career in HR analytics and wish to gain foundational knowledge and skills in this field.
Business Analysts and Data Scientists: Professionals from analytics or technical backgrounds looking to apply their skills in the HR domain and contribute to organizational development strategies.
このコースについて
Welcome to "HR People Analyticsg," a comprehensive course designed to empower HR professionals, managers, and business leaders with the tools and knowledge necessary to harness the power of data in human resources management. This course is ideal for anyone interested in improving HR practices, enhancing employee experience, and driving organizational success through informed decision-making.
Throughout this course, you will delve into the fundamentals of HR analytics, starting from basic data collection and analysis to more advanced topics such as predictive modeling and machine learning in HR contexts. You will learn how to analyze and interpret data effectively, transforming raw numbers into actionable insights that can significantly impact HR strategies and business outcomes.
Key course highlights include:
- Introduction to HR analytics tools and software, understanding their applications in daily HR tasks.
- Techniques for measuring and enhancing employee engagement and satisfaction.
- Methods for predicting employee turnover and developing effective retention strategies.
- Practical exercises using real-world data to solve common HR challenges.
キャリア機会と目指せる職種
実践的な実務スキルを身につけ、グローバルに活躍できる職種へのキャリアを拓きます
実践即戦力カリキュラム
目指せる主な職種・ポジション
Operations & Business Analyst
Quality Management Auditor (ISO)
Project Operations Lead
Corporate Process Strategist
想定平均年収
$75,000 – $120,000 / yr
世界的な市場需要
Steady Enterprise & Corporate Demand
習得できる実践スキル* グローバルなテクノロジー業界の採用基準および給与調査レポートに基づいた目安です。
Risk Assessment & Auditing Compliance
Operational Efficiency & Frameworks
Financial Reporting & Modeling
Cross-Functional Team Leadership
講師の紹介
Dr. Amar Massoud
主な講師
PhD in computer science and IT manager with 36 years technical experience in various fields including IT Security, IT Governance, IT Service Management , Software Development, Project Management, Business Analysis and Software Architecture. I hold 80+ IT certifications such as :
ITIL 4 Master, ITIL 3 Expert
ISO 27001 Auditor, ComptIA Security+, GSEC, CEH, ECSA, CISM, CISSP, CISA
PGMP, MSP
PMP, PMI-ACP, Prince2 Practitioner, Praxis, Scrum Master
COBIT 2019 Implementor, COBIT 5 Assessor/Implementer
TOGAF certified
Lean Specialist, VSM Specialist
PMI RMP, ISO 31000 Risk Manager, ISO 22301 Lead Auditor
PMI-PBA, CBAP
Lean Six Sigma Black Belt, ISO 9001 Implementer
Azure Administrator, Azure DevOps Expert, AWS Practitioner
And many more....
学生さんも購入しました
このコースを閲覧した学習者は、これらの高評価コースにも登録しています
ベストセラー
ビジネス | 販売とマーケティング
Bridge the gap between sales and marketing teams with proven strategies, collaborative frameworks, and real-world tools to drive unified business growth.
5.0
2時間
11 講義
すべて
$10.99
$19.99
ビジネス | ジェスティオン アンビエンタル
ISO 19011 Audit Planning, Evidence Gathering, Findings, Reporting & Certification | Clauses 4-10 Explained
5.0
4時間
58 講義
中級
$54.99
$69.99
ビジネス | 説得力のあるコミュニケーション
Master Persuasion: Ethical Influence, Effective Speaking, Storytelling, and Cross-Cultural Strategies for Success
5.0
5時間 30分
99 講義
すべて
$9.99
$29.99
ビジネス | 営業スキル
Discover proven sales & marketing secrets to master objections, psychology, and boost wealth & success.
5.0
2時間 30分
4 講義
初心者
$29.99
$64.99
ビジネス | 製品マーケティング
Step-by-step guide to plan, market, and execute a successful product or service launch.
5.0
30分
9 講義
すべて
$10.99
$24.99
ビジネス | 収益サイクル管理 (RCM)
Patient Registration, Insurance Verification, Medical Coding, Billing, Claims & Denial Management Step by Step
5.0
2時間
23 講義
中級
$19.99
よくある質問
このコースに関するよくある質問への回答をご覧ください。
はい！コースの講義と課題を 100% 完了すると、検証済みのデジタル修了証明書を Lucebra プロフィールから直接ダウンロードできます。
Technology をもっと探す
認定証明書、関連電子書籍、インタラクティブなライブ講座で学びをさらに深めましょう。