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Aiプロジェクト データ分析認定(上級) (Advanced)

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Overview

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Learning outcomes

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Course content

1

データ前処理基礎

2

特徴量エンジニアリング

3

時系列解析

4

機械学習モデル構築

5

深層学習応用

6

モデル評価とチューニング

7

ビジネスインテリジェンス統合

8

データ可視化高度化

9

ビッグデータ処理

10

クラウドai活用

11

自然言語処理応用

12

画像解析プロジェクト

13

異常検知システム

14

レコメンデーションエンジン

15

強化学習基礎

16

データガバナンス

17

倫理とプライバシー

18

プロジェクトマネジメント

19

成果物プレゼンテーション

20

継続的学習と改善

Career Path

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Key facts

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Why this course

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We offer two flexible learning paths to suit your schedule:

  • Fast Track: Complete in 1 month with 3-4 hours of study per week
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There are no formal entry requirements for this course. You just need:

  • A good command of English language
  • Access to a computer/laptop with internet
  • Basic computer skills
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Assessment is done through:

  • Multiple-choice questions at the end of each unit
  • You need to score at least 60% to pass each unit
  • You can retake quizzes if needed
  • All assessments are online

Upon successful completion, you will receive:

  • A digital certificate from London School of Business and Administration
  • Option to request a physical certificate
  • Transcript of completed units
  • Certification is included in the course fee
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Why people choose us for their career

Trusted by professionals worldwide

Verified outcomes from learners who finished the course and put it to work.

4.5
Based on 4 learner reviews · 4 countries
98%
Would recommend
100%
Verified learners
2026
Cohort active
Completed from United States
MC
Michael Carter
US · Course completed

The Aiプロジェクト データ分析認定(上級) course at Stanmore School of Business perfectly aligned with my professional development plan. The curriculum covered advanced machine‑learning pipelines, and I was able to apply the taught techniques to automate a client‑risk scoring model using Python’s scikit‑learn library. The case studies were directly relevant to real‑world AI projects, and the supplemental video lectures clarified complex concepts such as gradient boosting and model interpretability. Overall, the material quality was top‑notch, and I left the course confident in delivering data‑driven insights to senior leadership.

LD
Lucas da Silva
BR · Course completed

Fiz o curso Aiプロジェクト データ分析認定(上級) e adorei! O jeito descontraído dos professores fez tudo ficar mais fácil de entender. Aprendi a criar dashboards interativos no Power BI e a usar técnicas de clustering para segmentar clientes — já coloquei isso em prática no meu trabalho, aumentando a taxa de conversão em 12%. O material de apoio, com exemplos em japonês e inglês, foi super útil. Saí do curso muito satisfeito e pronto para encarar novos desafios de IA.

FW
Felix Wagner
DE · Course completed

Ich bin begeistert von dem Kurs Aiプロジェクト データ分析認定(上級)! Die Inhalte haben mir geholfen, meine Lernziele zu erreichen – insbesondere das tiefe Verständnis von Zeitreihenanalyse und deren Anwendung in AI‑gestützten Prognosen. Durch die praktischen Übungen konnte ich ein Vorhersagemodell für die Produktionsplanung in R entwickeln, das die Fehlerrate um 18 % reduzierte. Die Kursmaterialien sind modern, klar strukturiert und enthalten viele reale Business‑Beispiele. Meine Erfahrung war durchweg positiv und ich empfehle den Kurs jedem, der seine Datenanalyse‑Skills auf das nächste Level heben möchte.

ST
Sakura Tanaka
JP · Course completed

このコースは非常に詳細に設計されており、AIプロジェクトに必要な高度なデータ分析手法を体系的に学べました。特に、TensorFlowを用いたディープラーニングモデルのチューニングと、SQLによる大規模データセットの前処理の実践例が役立ちました。教材は日本語と英語の両方で提供され、実務に即したケーススタディが豊富です。受講後は、社内のマーケティング部門で顧客行動予測モデルを構築し、売上予測の精度を約15%向上させました。全体的に満足のいく学習体験でした。





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Recently updated!

May 2026