MMKF22 - Data analytics
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Pokok Bahasan 1: A Brief History of Analytics
Materi Pokok Bahasan 1
Forum Diskusi Pokok Bahasan 1: Sejarah Analisis
Assignment 1 - Tugas Individu [Summary Sejarah Analitik]
Quiz1 Sejarah Analisis
History of analytics
Who Invented Data Analytics
Evolution of business analytics
Pokok Bahasan 2: Conceptualizing Data
Materi Pokok Bahasan 2 Konseptual Data
Forum Diskusi 2. Konsep Data
Assignment 2 Conceptualizing Data.
Quiz2_Conceptualizing Data
data type
data types in statistics
structured, unstructured and semi structured data
Pokok Bahasan 3: Technology for Big Data and Human Side of Big Data
Materi 3 Tech for Big Data & Human 1
Materi 3- Tech for Big Data & Human 2
Forum Diskusi PB 3 Technology for Big Data and Human Side of Big Data
Assigment 3
Quiz3 Technology for BigData and Human
computer architecture
what is data science
how hadoop works
Pokok Bahasan 4: Data Collecting and Preprocessing
Materi Bahasan 4: Data Collecting and Preprocessing
Quiz4 Data Collecting and Processing
Forum Diskusi Pokok Bahasan 4: Data Collecting and Preprocessing
Assignment 4: Data Collecting and Preprocessing
What is data element
data preprocessing
data wrangling
Pokok Bahasan 5: Predictive Analytics - Generalized Linear Model
Materi Classification
Materi Linear Regression
Forum diskusi - Clasification- Regression Analysis
Assignment 5: Classification - Regression
Quiz5. Classification - Regression Analysis
regression analysis
logistic regression analysis
multiple logistic regression analysis
Pokok Bahasan 6: Decision Trees
Materi Decision Tree
Forum Diskusi Bahasan 6 Decision Tree
Assignment 6: Decision Tree
Quiz 6 Decision Tree
Decision Trees
Decision Trees
Random Forest
Pokok Bahasan 7: Artificial Neural Network
Materi 7: Artificial Neural Network
Forum Diskusi Bahasan 7 Artificial Neural Network
Assignment 7 ANN
Quiz7 Artificial Neural Network
Why machine learning matter
what the best prediction algorithm in Machine Learning
What Are Artificial Neural Networks
Pokok Bahasan 8: Predictive Analytics / Supervised Learning- Introduction Support Vector Machine
Materi 8 Predictive Analytics / Supervised Learning- Introduction Support Vector Machine
Forum Diskusi Bahasan 8 Predictive Analytics / Supervised Learning- Introduction Support Vector Machine
Assignment 8 Predictive Analytics / Supervised Learning- Introduction Support Vector Machine
Quiz 8 Predictive Analytics / Supervised Learning- Introduction Support Vector Machine
Overview SVM
hyperplane SVM
Classifier SVM
An Introduction to Statistical Learning with Applications in R
Pokok Bahasan 9: Descriptive Analytics / Unsupervised Learning - Association Rules -
Materi Bahasan 9: Descriptive Analytics / Unsupervised Learning - Association Rules
Analytics in a Big Data World The Essential Guide to Data Science and Its Applications
Forum Bahasan 9: Descriptive Analytics / Unsupervised Learning - Association Rules
Assigment 9 Descriptive Analytics / Unsupervised Learning - Association Rules
Quiz 9 Association Rules
association rules (in data mining)
Association Rules and the Apriori Algorithm: A Tutorial
association rule mining
Pokok Bahasan 10: Descriptive Analytics - Clustering -
Materi 10: Descriptive Analytics - Clustering
Forum Bahasan 10: Descriptive Analytics - Clustering
Assigment Bahasan 10: Descriptive Analytics - Clustering
Quiz 10 : Descriptive Analytics - Clustering
unsupervised machine learning
unsupervised learning and data clustering
K-means unsupervised learning
Pokok Bahasan 11: Recommendation System
Materi Recommendation System
Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitioners
Forum diskusi Bahasan 11: Recommendation System
Quiz Bahasan 11: Recommendation System
Assigment Bahasan 11: Recommendation System
Recommendation system
Learning How Recommendation system
Evaluation recommendation system
Pokok Bahasan 12: Text Analytic and Text Mining
Materi Text Analytic and Text Mining
Forum Pokok Bahasan 12: Text Analytic and Text Mining
Quiz Pokok Bahasan 12: Text Analytic and Text Mining
Assignment Pokok Bahasan 12: Text Analytic and Text Mining
Text analytics approaches
text mining approaches
Text Mining with R
Pokok Bahasan 13: Introduction to Time Series analytics
Materi Time Series
Assignment Pokok Bahasan 13: Introduction to Time Series analytics
Quiz Pokok Bahasan 13: Introduction to Time Series analytics
Forum Pokok Bahasan 13: Introduction to Time Series analytics
smoothing technique
Smoothing Data with Moving Averages
exponential smoothing method
Pokok Bahasan 14: Network/Graph Analytics
Graph Theory
Assignment Pokok Bahasan 14: Network/Graph Analytics
Forum Pokok Bahasan 14: Network/Graph Analytics
Quiz Pokok Bahasan 14: Network/Graph Analytics
Network Theory and its Business Implication
Graph Theory
graph theory part 2
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MMKF22
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MMKF22 - Data analytics
Teacher:
GADANG RAMANTOKO