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Training Online – Fundamental Machine Learning A-Z : Hands on Python & R in Data Science

Training Online – Fundamental Machine Learning A-Z : Hands on Python & R in Data Science

February 15, 2023

Jadwal Pelatihan Training Online – Fundamental Machine Learning A-Z : Hands on Python & R in Data Science

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DESKRIPSI

This course has been designed by two professional Data Scientists so that we can share our knowledge and help you learn complex theory, algorithms, and coding libraries in a simple way.

We will walk you step-by-step into the World of Machine Learning. With every tutorial, you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science.

COURSE OUTLINE

Data Preprocessing
Regression: Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, SVR, Decision Tree Regression, Random Forest Regression
Classification: Logistic Regression, K-NN, SVM, Kernel SVM, Naive Bayes, Decision Tree Classification, Random Forest Classification
Clustering: K-Means, Hierarchical Clustering
Association Rule Learning: Apriori, Eclat
Reinforcement Learning: Upper Confidence Bound, Thompson Sampling
Natural Language Processing: Bag-of-words model and algorithms for NLP
Deep Learning: Artificial Neural Networks, Convolutional Neural Networks
Dimensionality Reduction: PCA, LDA, Kernel PCA
Model Selection & Boosting: k-fold Cross Validation, Parameter Tuning, Grid Search, XGBoost

Form Pre-Registrasi

	Data Materi Training
Topik Training	: Training Online – Fundamental Machine Learning A-Z : Hands on Python & R in Data Science
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Tags: Apriori, Artificial Neural Networks, Association Rule Learning, Bag-of-words model and algorithms for NLP, classification, clustering, Convolutional Neural Networks, Data Preprocessing, Decision Tree Classification, Decision Tree Regression, Deep Learning, Dimensionality Reduction, Eclat, Fundamental Machine Learning A-Z : Hands on Python & R in Data Science, Grid Search, Hierarchical Clustering, k-fold Cross Validation, K-Means, K-NN, Kernel PCA, Kernel SVM, LDA, Logistic Regression, Model Selection & Boosting, Multiple Linear Regression, Naive Bayes, Natural Language Processing, Parameter Tuning, PCA, Polynomial Regression, Random Forest Classification, Random Forest Regression, Regression, Reinforcement Learning, Simple Linear Regression, SVM, SVR, Thompson Sampling, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Aceh, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Ambon, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Bali, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Balikpapan, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Bandung, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Banten, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Batam, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Bekasi, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Cilegon, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Jakarta, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Lombok, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Makassar, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Malang, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Maluku, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Padang, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Pekanbaru, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Riau, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Samarinda, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Semarang, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Solo, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Surabaya, Training Fundamental Machine Learning A-Z : Hands on Python & R in Data Science Yogyakarta, Upper Confidence Bound, XGBoost

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