Professional Certificate in Recommender Systems Using AI

-- ViewingNow

The Professional Certificate in Recommender Systems Using AI is a comprehensive course that equips learners with the essential skills to develop data-driven, intelligent recommendation systems. This program emphasizes the importance of AI in creating personalized user experiences, a highly sought-after skill in today's technology-driven world.

4.5
Based on 5,978 reviews

5,556+

Students enrolled

GBP £ 140

GBP £ 202

Save 44% with our special offer

Start Now

ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

In this course, you'll learn about various recommendation algorithms, their applications, and implementation strategies. You'll also gain hands-on experience in using real-world datasets to build and evaluate recommendation systems. This practical knowledge is crucial for staying competitive in industries such as e-commerce, entertainment, and digital marketing, where recommendation systems significantly impact user engagement and business growth. By completing this certificate program, you'll not only enhance your understanding of AI and machine learning but also demonstrate your ability to apply these concepts to create innovative, user-centric solutions. This will significantly boost your career advancement opportunities and make you an invaluable asset to any organization looking to leverage AI for improved customer experiences.

100%ใ‚ชใƒณใƒฉใ‚คใƒณ

ใฉใ“ใ‹ใ‚‰ใงใ‚‚ๅญฆ็ฟ’

ๅ…ฑๆœ‰ๅฏ่ƒฝใช่จผๆ˜Žๆ›ธ

LinkedInใƒ—ใƒญใƒ•ใ‚ฃใƒผใƒซใซ่ฟฝๅŠ 

ๅฎŒไบ†ใพใง2ใƒถๆœˆ

้€ฑ2-3ๆ™‚้–“

ใ„ใคใงใ‚‚้–‹ๅง‹

ๅพ…ๆฉŸๆœŸ้–“ใชใ—

ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Unit 1: Introduction to Recommender Systems
โ€ข Unit 2: Types of Recommender Systems
   — Content-Based Filtering
   — Collaborative Filtering
   — Hybrid Approaches
โ€ข Unit 3: Data Preprocessing for Recommender Systems
   — Data Collection
   — Data Cleaning
   — Feature Extraction
โ€ข Unit 4: Evaluation Metrics for Recommender Systems
  — Precision, Recall, F1 Score
  — Mean Absolute Error, Root Mean Squared Error
  — Normalized Discounted Cumulative Gain
โ€ข Unit 5: Building Recommender Systems using Machine Learning
  — Matrix Factorization
  — Deep Learning for Recommender Systems
โ€ข Unit 6: Implementing Recommender Systems with AI Libraries
  — TensorFlow Recommenders
  — PyTorch for Recommender Systems
โ€ข Unit 7: Ethical Considerations in Recommender Systems
  — Bias and Discrimination
  — Privacy and Security
โ€ข Unit 8: Real-World Applications of Recommender Systems
  — E-commerce
  — Social Media
  — Entertainment

ใ‚ญใƒฃใƒชใ‚ขใƒ‘ใ‚น

ๅ…ฅๅญฆ่ฆไปถ

  • ไธป้กŒใฎๅŸบๆœฌ็š„ใช็†่งฃ
  • ่‹ฑ่ชžใฎ็ฟ’็†Ÿๅบฆ
  • ใ‚ณใƒณใƒ”ใƒฅใƒผใ‚ฟใƒผใจใ‚คใƒณใ‚ฟใƒผใƒใƒƒใƒˆใ‚ขใ‚ฏใ‚ปใ‚น
  • ๅŸบๆœฌ็š„ใชใ‚ณใƒณใƒ”ใƒฅใƒผใ‚ฟใƒผใ‚นใ‚ญใƒซ
  • ใ‚ณใƒผใ‚นๅฎŒไบ†ใธใฎ็Œฎ่บซ

ไบ‹ๅ‰ใฎๆญฃๅผใช่ณ‡ๆ ผใฏไธ่ฆใ€‚ใ‚ขใ‚ฏใ‚ปใ‚ทใƒ“ใƒชใƒ†ใ‚ฃใฎใŸใ‚ใซ่จญ่จˆใ•ใ‚ŒใŸใ‚ณใƒผใ‚นใ€‚

ใ‚ณใƒผใ‚น็Šถๆณ

ใ“ใฎใ‚ณใƒผใ‚นใฏใ€ใ‚ญใƒฃใƒชใ‚ข้–‹็™บใฎใŸใ‚ใฎๅฎŸ็”จ็š„ใช็Ÿฅ่ญ˜ใจใ‚นใ‚ญใƒซใ‚’ๆไพ›ใ—ใพใ™ใ€‚ใใ‚Œใฏ๏ผš

  • ่ชๅฏใ•ใ‚ŒใŸๆฉŸ้–ขใซใ‚ˆใฃใฆ่ชๅฎšใ•ใ‚Œใฆใ„ใชใ„
  • ่ชๅฏใ•ใ‚ŒใŸๆฉŸ้–ขใซใ‚ˆใฃใฆ่ฆๅˆถใ•ใ‚Œใฆใ„ใชใ„
  • ๆญฃๅผใช่ณ‡ๆ ผใฎ่ฃœๅฎŒ

ใ‚ณใƒผใ‚นใ‚’ๆญฃๅธธใซๅฎŒไบ†ใ™ใ‚‹ใจใ€ไฟฎไบ†่จผๆ˜Žๆ›ธใ‚’ๅ—ใ‘ๅ–ใ‚Šใพใ™ใ€‚

ใชใœไบบใ€…ใŒใ‚ญใƒฃใƒชใ‚ขใฎใŸใ‚ใซ็งใŸใกใ‚’้ธใถใฎใ‹

ใƒฌใƒ“ใƒฅใƒผใ‚’่ชญใฟ่พผใฟไธญ...

ใ‚ˆใใ‚ใ‚‹่ณชๅ•

ใ“ใฎใ‚ณใƒผใ‚นใ‚’ไป–ใฎใ‚ณใƒผใ‚นใจๅŒบๅˆฅใ™ใ‚‹ใ‚‚ใฎใฏไฝ•ใงใ™ใ‹๏ผŸ

ใ‚ณใƒผใ‚นใ‚’ๅฎŒไบ†ใ™ใ‚‹ใฎใซใฉใ‚Œใใ‚‰ใ„ๆ™‚้–“ใŒใ‹ใ‹ใ‚Šใพใ™ใ‹๏ผŸ

WhatSupportWillIReceive

IsCertificateRecognized

WhatCareerOpportunities

ใ„ใคใ‚ณใƒผใ‚นใ‚’้–‹ๅง‹ใงใใพใ™ใ‹๏ผŸ

ใ‚ณใƒผใ‚นใฎๅฝขๅผใจๅญฆ็ฟ’ใ‚ขใƒ—ใƒญใƒผใƒใฏไฝ•ใงใ™ใ‹๏ผŸ

ใ‚ณใƒผใ‚นๆ–™้‡‘

ๆœ€ใ‚‚ไบบๆฐ—
ใƒ•ใ‚กใ‚นใƒˆใƒˆใƒฉใƒƒใ‚ฏ๏ผš GBP £140
1ใƒถๆœˆใงๅฎŒไบ†
ๅŠ ้€Ÿๅญฆ็ฟ’ใƒ‘ใ‚น
  • ้€ฑ3-4ๆ™‚้–“
  • ๆ—ฉๆœŸ่จผๆ˜Žๆ›ธ้…้”
  • ใ‚ชใƒผใƒ—ใƒณ็™ป้Œฒ - ใ„ใคใงใ‚‚้–‹ๅง‹
Start Now
ใ‚นใ‚ฟใƒณใƒ€ใƒผใƒ‰ใƒขใƒผใƒ‰๏ผš GBP £90
2ใƒถๆœˆใงๅฎŒไบ†
ๆŸ”่ปŸใชๅญฆ็ฟ’ใƒšใƒผใ‚น
  • ้€ฑ2-3ๆ™‚้–“
  • ้€šๅธธใฎ่จผๆ˜Žๆ›ธ้…้”
  • ใ‚ชใƒผใƒ—ใƒณ็™ป้Œฒ - ใ„ใคใงใ‚‚้–‹ๅง‹
Start Now
ไธกๆ–นใฎใƒ—ใƒฉใƒณใซๅซใพใ‚Œใ‚‹ใ‚‚ใฎ๏ผš
  • ใƒ•ใƒซใ‚ณใƒผใ‚นใ‚ขใ‚ฏใ‚ปใ‚น
  • ใƒ‡ใ‚ธใ‚ฟใƒซ่จผๆ˜Žๆ›ธ
  • ใ‚ณใƒผใ‚นๆ•™ๆ
ใ‚ชใƒผใƒซใ‚คใƒณใ‚ฏใƒซใƒผใ‚ทใƒ–ไพกๆ ผ โ€ข ้š ใ‚ŒใŸๆ–™้‡‘ใ‚„่ฟฝๅŠ ่ฒป็”จใชใ—

ใ‚ณใƒผใ‚นๆƒ…ๅ ฑใ‚’ๅ–ๅพ—

่ฉณ็ดฐใชใ‚ณใƒผใ‚นๆƒ…ๅ ฑใ‚’ใŠ้€ใ‚Šใ—ใพใ™

ไผš็คพใจใ—ใฆๆ”ฏๆ‰•ใ†

ใ“ใฎใ‚ณใƒผใ‚นใฎๆ”ฏๆ‰•ใ„ใฎใŸใ‚ใซไผš็คพ็”จใฎ่ซ‹ๆฑ‚ๆ›ธใ‚’ใƒชใ‚ฏใ‚จใ‚นใƒˆใ—ใฆใใ ใ•ใ„ใ€‚

่ซ‹ๆฑ‚ๆ›ธใงๆ”ฏๆ‰•ใ†

ใ‚ญใƒฃใƒชใ‚ข่จผๆ˜Žๆ›ธใ‚’ๅ–ๅพ—

ใ‚ตใƒณใƒ—ใƒซ่จผๆ˜Žๆ›ธใฎ่ƒŒๆ™ฏ
PROFESSIONAL CERTIFICATE IN RECOMMENDER SYSTEMS USING AI
ใซๆŽˆไธŽใ•ใ‚Œใพใ™
ๅญฆ็ฟ’่€…ๅ
ใงใƒ—ใƒญใ‚ฐใƒฉใƒ ใ‚’ๅฎŒไบ†ใ—ใŸไบบ
London School of International Business (LSIB)
ๆŽˆไธŽๆ—ฅ
05 May 2025
ใƒ–ใƒญใƒƒใ‚ฏใƒใ‚งใƒผใƒณID๏ผš s-1-a-2-m-3-p-4-l-5-e
ใ“ใฎ่ณ‡ๆ ผใ‚’LinkedInใƒ—ใƒญใƒ•ใ‚ฃใƒผใƒซใ€ๅฑฅๆญดๆ›ธใ€ใพใŸใฏCVใซ่ฟฝๅŠ ใ—ใฆใใ ใ•ใ„ใ€‚ใ‚ฝใƒผใ‚ทใƒฃใƒซใƒกใƒ‡ใ‚ฃใ‚ขใ‚„ใƒ‘ใƒ•ใ‚ฉใƒผใƒžใƒณใ‚นใƒฌใƒ“ใƒฅใƒผใงๅ…ฑๆœ‰ใ—ใฆใใ ใ•ใ„ใ€‚
SSB Logo

4.8
ๆ–ฐ่ฆ็™ป้Œฒ