Big Data Analysis Assignments

Some of my homework assignments for Introduction to Big Data Analysis (BLM442) course at Kocaeli University in Spring 2019.

Tasks

Keşif Aktivitesi 1: Elektronik tablo (Spreadsheets) Excel veri analizi ve görselleştirme
Keşif Aktivitesi 2: SQLite üzerinde veri analizi
Keşif Aktivitesi 3: Python Project 1 - Google Maps: Query Google Maps to get a route between cities
Keşif Aktivitesi 3: Python Project 2 - Conway's Game of Life
Geri Bildirim Aktivitesi 1: Tableau kullanarak veriseti üzerinde analiz ve görselleştirme
Keşif Aktivitesi 4: Pandas & görselleştirme (matplotlib, seaborn, bokeh)
Keşif Aktivitesi 5: Makine Öğrenmesi (scikit-learn LinearRegression, PolynomialRegression and LogisticRegression)
Geri Bildirim Aktivitesi 2: House Prediction with Linear Regression on Kaggle (https://www.kaggle.com/oguzaktas/competitions)
Keşif Aktivitesi 6: Hadoop MapReduce Design Patterns
Keşif Aktivitesi 7: Apache Zeppelin üzerinden Spark SQL uygulaması
Keşif Aktivitesi 8: Neo4j Graph algoritması uygulaması

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
datasets		datasets
0_Syllabus.pdf		0_Syllabus.pdf
0_giris.pdf		0_giris.pdf
GBA1_TableauDataAnalysisVisualization.pdf		GBA1_TableauDataAnalysisVisualization.pdf
GBA1_TableauDataAnalysisVisualization.twbx		GBA1_TableauDataAnalysisVisualization.twbx
KA1_SpreadsheetsDataAnalysisVisualization.pdf		KA1_SpreadsheetsDataAnalysisVisualization.pdf
KA2_SQLiteDataAnalysis.ipynb		KA2_SQLiteDataAnalysis.ipynb
KA2_SQLiteDataAnalysis.pdf		KA2_SQLiteDataAnalysis.pdf
KA4_PandasVisualization.ipynb		KA4_PandasVisualization.ipynb
KA4_PandasVisualization.pdf		KA4_PandasVisualization.pdf
KA5_MachineLearning.ipynb		KA5_MachineLearning.ipynb
KA5_MachineLearning.pdf		KA5_MachineLearning.pdf
KA5_kmeans_clustering.py		KA5_kmeans_clustering.py
KA5_r2score_correlation.py		KA5_r2score_correlation.py
KA5_regression.py		KA5_regression.py
KA7_ApacheZeppelinSparkSQL.json		KA7_ApacheZeppelinSparkSQL.json
KA8_Neo4jGraphPageRank.ipynb		KA8_Neo4jGraphPageRank.ipynb
Numpy_Practice.ipynb		Numpy_Practice.ipynb
Plotting_Visualization.ipynb		Plotting_Visualization.ipynb
Project1_Description_GoogleMaps.pdf		Project1_Description_GoogleMaps.pdf
Project2_Description_GameOfLife.pdf		Project2_Description_GameOfLife.pdf
PythonProject1_GoogleMaps.ipynb		PythonProject1_GoogleMaps.ipynb
PythonProject1_GoogleMaps.pdf		PythonProject1_GoogleMaps.pdf
PythonProject2_GameOfLife.ipynb		PythonProject2_GameOfLife.ipynb
PythonProject2_GameOfLife.pdf		PythonProject2_GameOfLife.pdf
QueryBloomFiltering.java		QueryBloomFiltering.java
README.md		README.md
SQLite_QuickStart.ipynb		SQLite_QuickStart.ipynb
SQLite_Tutorial.ipynb		SQLite_Tutorial.ipynb
Seaborn_Tutorials.ipynb		Seaborn_Tutorials.ipynb
Zeppelin_Spark_Tutorial.json		Zeppelin_Spark_Tutorial.json
linear_regression_implementation.py		linear_regression_implementation.py
pandas_numpy_training1.py		pandas_numpy_training1.py
pandas_numpy_training2.py		pandas_numpy_training2.py
pandas_numpy_training3.py		pandas_numpy_training3.py
polynomial_regression_implementation.py		polynomial_regression_implementation.py
writers.db3		writers.db3

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