Artificial Intelligence Course – Basic Machine Learning from Robusta Technology and Training Center

97-99 Đường Nguyễn Công Trứ, Nguyen Thai Binh, District 1, Ho Chi Minh City, Vietnam

Description

The foundation of the industrial revolution 4.0, Artificial Intelligence (AI), Data Science, Machine Learning, plays a very important role and automation trend. in the business wants to expand their business and scale. In particular, Machine Learning is widely applied in many fields, creating high efficiency and timeliness in prediction, monitoring, and recommendation systems.

The course provides basic knowledge of Machine Learning, algorithms in supervised learning (Supervised Learning) and unsupervised learning (Unsupervised Learning) and applications.

 Duration : 16 hours

Target:

-Overview of Data Science/Big Data/AI/Machine Learning/Deep Learning

-Get an overview of machine learning and its role in real-world problems.

-Understand, apply, and implement machine learning algorithms such as:

Supervised learning: Linear Regression, Logistic Regression, K-Nearest Neighbors (KNN), Decision Tree, Random Forest, Support Vector Machine (SVM), Boosting and AdaBoost

 – Unsupervised learning: Dimensionality Reduction with Principal Component Analysis (PCA), K-Means clustering, Gaussian Mixture Models (GMM)

Apply Machine Learning algorithms to solve real-world problems.

Participants:

-Have basic programming knowledge.

-Knowledge of Maths (Linear Algebra, Statistical Probability).

Requirements:

-Students from different majors such as information technology, mathematics, natural sciences, economics, finance, banking, foreign trade etc..

-People who work in different professions and have a desire to move into Data Science, Data Analytics, Machine Learning

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