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Flight Price Prediction APP Bank Note Authenticator App Basketball WebScraping App

Web Scraping (Pandas) Web Scraping Articles (Newspaper) WebScraping TrumpLies (BeautifulSoup)

GTB Seaborn Matplotlib Matplotlib (Pie Chart)

Normal Distribution (Random Observations) The Law of Large Numbers AB Testing Sample Size Calculation

Pandas-Profiling & Auto-Viz & Sweet-Viz

National Football League (NFL)

Car Price Outliers

RE SKLearn Simple Linear Regression RE statsmodels Simple Linear Regression

Autos Importing File Autos Exporting Data Autos DataTypes Autos Converting DataTypes Autos Checking Missing Values Autos dropping Autos Handling Missing Values Auto categorical to quantitative Auto Summary Statistics

HR Importing & Merging DataFrames HR Handling Missing Values HR Pivot & GroupBy HR Classification Algorithms Preformance HR Random Forest Feature importance

Amazon Data Cleaning Summary Amazon Renaming Columns Amazon Re-arranging Column Amazon Columns Datatype Amazon Removing Text Amazon Missing Data Amazon Converting DataTypes Amazon Replacing Values Amazon Uppercase & Lowercase Amazon Removing Columns Amazon Removing Rows

Wine Quality Importing Files Wine Quality Adding a new column Wine Quality Appending Data Wine Quality Exporting Data Wine Quality Revising a Column Name Wine Quality Renaming a Column Name Wine Quality Summary Statistics Wine Quality Checking Missing Values Wine Quality Checking Duplicate Values Wine Quality Hitogram Wine Quality Grouping Data Wine Quality Query

Data Preprocessing Tools

Embedded Methods Embedded Methods Template

Principal Component Analysis

UnderSampling OverSampling

GridSearchCV (SVM)

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Salary & Experience

Startup Profit

Salary & Position

Social Network Ads

Social Network Ads

Social Network Ads

Social Network Ads

Social Network Ads

Classification Models Pros & Cons

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Predicting Customer Click On Ads Titanic Survival

Breast Cancer Bank Customer Retirement

T-shirt Size IRIS Plant

Kyphosis Disease Amazon Reviews

Bank Note Authentication Kyphosis Disease Amazon Reviews

Spam Detection Credit Card Fraud Detection

Spam Detection Credit Card Fraud Detection

Credit Card Fraud Detection

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PowerPlant Multiple Linear Regression PowerPlant Polynomial Linear Regression PowerPlant Support Vector Regression PowerPlant Decision Tree Regression PowerPlant Random Forest Regression PowerPlant Evaluating Regression Models Performance

Breast Cancer Wisconsin Logistic Regression Breast Cancer Wisconsin K-Nearest Neighbors Breast Cancer Wisconsin Support Vector Machine Breast Cancer Wisconsin Kernel SVM Breast Cancer Wisconsin NaiveBayes Breast Cancer Wisconsin Decision Tree Classification Breast Cancer Wisconsin Random Forest Classification

StatsModels Simple Linear Regression StatsModels Multiple Linear Regression StatsModels Logistic Regression Curve StatsModels Logistic Regression Logit Regression Results StatsModels Logistic Regression Confusion Matrix & Accuracy

Breast Cancer Wisconsin XGBoost Regression

Breast Cancer Wisconsin XGBoost Classification

Breast Cancer Wisconsin CatBoost Regression

Breast Cancer Wisconsin CatBoost Classification

Multiple Linear Regression Polynomial Linear Regression Support Vector Regression Decision Tree Regression Random Forest Regression XGBoost Regression

Multiple Linear Regression Polynomial Linear Regression Support Vector Regression Decision Tree Regression Random Forest Regression XGBoost Regression

Logistic Regression K-Nearest Neighbors Support Vector Machine Kernel SVM NaiveBayes Decision Tree Classification Random Forest Classification XGBoost Classification

Logistic Regression K-Nearest Neighbors Support Vector Machine Kernel SVM NaiveBayes Decision Tree Classification Random Forest Classification XGBoost Classification

Salary & Experience Data Preprocessing Tools Salary & Experience Simple Linear Regression

Salary & Position Simple Linear Regression Salary & Position Polynomial Linear Regression Salary & Position Support Vector Regression Salary & Position Decision Tree Regression Salary & Position Random Forest Regression

Sklearn Startsup Multiple Linear Regression

Simple Linear Regression Multiple Linear Regression Adjusted R-Squared F-Regression Pvalue

Car Price Outliers

ML Data Normalization

CarPrice Preprocessing Outliers.html CarPrice OLS Assumptions CarPrice DummyVariables CarPrice LinearRegression CarPrice Multicollinearity Dummy Variables

Market Basket Optimisation Apriori

Market Basket Optimisation Eclat

TensorFlow Installation

ANN Binary Classification ANN Regression

Restaurant Reviews

Python Installation Python print Python Comments Python Arithmetic Operators Python Variables Python Datatypes Python Lists Python Tuples Python Dictionaries Python String Methods Python Replace Method Python Functions Python Try/Except Python File Read Python File Append Python File Write

Anaconda Install Anaconda Uninstall Anaconda Conda not found

Jupyter Open Notebook Jupyter Import file Jupyter HTML to ipynb Jupyter Extensions

NumPy Installation NumPy Version NumPy Arrays NumPy Index of Array Numpy Crosstab

Pandas Installing Packages Pandas Series Pandas DataFrame Pandas Data Cleaning Series and DataFrame Combining DataFrames Deleting rows and columns with missing values Merging/Joining DataFrames Replacing values in DataFrames Creating new columns with Mapping function Creating new columns Ordering columns Dropping rows and columns Summary Statistics Pandas Dataframe Styling

MapReduce - Ratings Breakdown MapReduce - Ratings Breakdown py MapReduce - Top Movies MapReduce - Top Movies py PIG - The Oldest Five Star Movie PIG - Movie with Average Rating Less than Two

Ubuntu version Ubuntu Extract RAR File Ubuntu External USB Hard Disk

Procedure Template Procedure BLD_WRK_FakeNamesCanada

Linking Github to Watson Studio

About Me

About Me

Author

👋 Hi, I’m Bahar GK

MS in Banking & Finance

🌱 I’m currently

learning Data Science

& Sharing it here

📫 How to reach me :

bahareh.ghanbarii@gmail.com

LinkedIn: BaharGk