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data_analysis_2_investigate_imdb_movies_dataset

Analyze an imdb movies dataset and communicate findings. Project 2 - Udacity Data Analyst Nanodegree Program.

data_analysis_3_analyze_a-b_test_results

Evaluate the performance of a new website using A/B Tests. Project 3 - Udacity Data Analyst Nanodegree Program.

data_analysis_4_wrangle_and_analyze_twitter_data

Gather, Wrangle and Analyze data. Data gathering from a Twitter account using Twitter API and from additional data from url and file sources. Project 4 - Udacity Data Analyst Nanodegree Program.

data_analysis_5_ford_gobike_data_analysis_visualization

Gather, wrangle, analyze and visualize the Ford GoBike trip data in the San Francisco Bay Area. Project 5 - Udacity Data Analyst Nanodegree Program.

dsnd_term1

Contains files related to content and project of DSND

machine_learning_1_finding_donors_for_charity

Supervised ML to predict potential donors for a charity (AdaBoost, SVM, Logistic Regression). Implementing data transformation, performance evaluation, model tuning & feature importance.

machine_learning_2_image_classifier

Deep Learning to train an image classifier. Used a pre-trained network & defined a new, untrained feed-forward classifier. Used backpropagation to train the classifier using the pre-trained network to get the features.

machine_learning_3_customer_segmentation

Unsupervised ML to identify segments of population that form the core customer base for a mail-order sales company. Data Preprocessing/Cleaning, Feature Transformation, Clustering.

ml_home_credit_default_risk

ml_house_prices

Exploratory Data Analysis for House Sale Prices dataset.