Masterclass Certificate in Interpretable Machine Learning
-- ViewingNowThe Masterclass Certificate in Interpretable Machine Learning is a comprehensive course that focuses on teaching the importance of explainability in machine learning models. This certification is crucial in today's industry, where there's a growing demand for transparent AI systems that users can understand and trust.
3,835+
Students enrolled
GBP £ 140
GBP £ 202
Save 44% with our special offer
ใใฎใณใผในใซใคใใฆ
100%ใชใณใฉใคใณ
ใฉใใใใงใๅญฆ็ฟ
ๅ ฑๆๅฏ่ฝใช่จผๆๆธ
LinkedInใใญใใฃใผใซใซ่ฟฝๅ
ๅฎไบใพใง2ใถๆ
้ฑ2-3ๆ้
ใใคใงใ้ๅง
ๅพ ๆฉๆ้ใชใ
ใณใผใน่ฉณ็ดฐ
โข Introduction to Interpretable Machine Learning
โข Types of Machine Learning Models: Transparent vs. Opaque
โข Linear Models: Regression and Logistic Regression
โข Decision Trees and Random Forests
โข Generalized Additive Models (GAMs)
โข Rule-based Systems and Rule Sets
โข Model Interpretability Methods: Feature Importance and Partial Dependence Plots
โข Model Evaluation and Validation for Interpretability
โข Interpretable Machine Learning in Practice: Case Studies and Applications
โข Ethics and Bias in Interpretable Machine Learning
ใญใฃใชใขใใน
ๅ ฅๅญฆ่ฆไปถ
- ไธป้กใฎๅบๆฌ็ใช็่งฃ
- ่ฑ่ชใฎ็ฟ็ๅบฆ
- ใณใณใใฅใผใฟใผใจใคใณใฟใผใใใใขใฏใปใน
- ๅบๆฌ็ใชใณใณใใฅใผใฟใผในใญใซ
- ใณใผในๅฎไบใธใฎ็ฎ่บซ
ไบๅใฎๆญฃๅผใช่ณๆ ผใฏไธ่ฆใใขใฏใปใทใใชใใฃใฎใใใซ่จญ่จใใใใณใผในใ
ใณใผใน็ถๆณ
ใใฎใณใผในใฏใใญใฃใชใข้็บใฎใใใฎๅฎ็จ็ใช็ฅ่ญใจในใญใซใๆไพใใพใใใใใฏ๏ผ
- ่ชๅฏใใใๆฉ้ขใซใใฃใฆ่ชๅฎใใใฆใใชใ
- ่ชๅฏใใใๆฉ้ขใซใใฃใฆ่ฆๅถใใใฆใใชใ
- ๆญฃๅผใช่ณๆ ผใฎ่ฃๅฎ
ใณใผในใๆญฃๅธธใซๅฎไบใใใจใไฟฎไบ่จผๆๆธใๅใๅใใพใใ
ใชใไบบใ ใใญใฃใชใขใฎใใใซ็งใใกใ้ธใถใฎใ
ใฌใใฅใผใ่ชญใฟ่พผใฟไธญ...
ใใใใ่ณชๅ
ใณใผในๆ้
- ้ฑ3-4ๆ้
- ๆฉๆ่จผๆๆธ้ ้
- ใชใผใใณ็ป้ฒ - ใใคใงใ้ๅง
- ้ฑ2-3ๆ้
- ้ๅธธใฎ่จผๆๆธ้ ้
- ใชใผใใณ็ป้ฒ - ใใคใงใ้ๅง
- ใใซใณใผในใขใฏใปใน
- ใใธใฟใซ่จผๆๆธ
- ใณใผในๆๆ
ใณใผในๆ ๅ ฑใๅๅพ
ไผ็คพใจใใฆๆฏๆใ
ใใฎใณใผในใฎๆฏๆใใฎใใใซไผ็คพ็จใฎ่ซๆฑๆธใใชใฏใจในใใใฆใใ ใใใ
่ซๆฑๆธใงๆฏๆใใญใฃใชใข่จผๆๆธใๅๅพ
