Professional Certificate in Data Mining with Machine Learning

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The Professional Certificate in Data Mining with Machine Learning is a comprehensive course that equips learners with essential skills in data mining and machine learning. This program is crucial in today's data-driven world, where businesses rely heavily on data to make informed decisions.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

With the increasing demand for data mining and machine learning professionals across various industries, this certificate course offers a valuable opportunity for learners to advance their careers. The course covers key concepts, including predictive modeling, statistical analysis, and data visualization. Upon completion, learners will have developed a strong foundation in data mining and machine learning techniques, enabling them to tackle complex data analysis tasks. This certificate course is an excellent way to demonstrate proficiency in these critical areas, making learners more attractive to potential employers and advancing their careers in the field.

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ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Introduction to Data Mining and Machine Learning
โ€ข Data Preprocessing and Cleaning
โ€ข Exploratory Data Analysis (EDA)
โ€ข Machine Learning Algorithms: Supervised and Unsupervised Learning
โ€ข Feature Selection and Engineering
โ€ข Model Training, Evaluation, and Hyperparameter Tuning
โ€ข Deep Learning and Neural Networks
โ€ข Time Series Analysis and Forecasting
โ€ข Natural Language Processing (NLP) and Text Mining
โ€ข Ethical Considerations in Data Mining and Machine Learning

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ใ‚ญใƒฃใƒชใ‚ข่จผๆ˜Žๆ›ธใ‚’ๅ–ๅพ—

ใ‚ตใƒณใƒ—ใƒซ่จผๆ˜Žๆ›ธใฎ่ƒŒๆ™ฏ
PROFESSIONAL CERTIFICATE IN DATA MINING WITH MACHINE LEARNING
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
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