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awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

bootcamp_problem_statement

churn-modelling_ann-algorithm_deeplearning

This data set contains details of a bank's customers and the goal is to predict whether the customer will leave or left the bank or will continues to be a customer.

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

face-and-eye-detection

This work sample contains the face and eye recognition process of a test image. This is my third beginner project on Natural Language Processing where I am going to detect face and eye of a person from a sample image.

fifa-19-players-data-visualization

FIFA 19 is a football simulation video game developed by EA Vancouver as part of Electronic Arts' FIFA series. It is the 26th installment in the FIFA series, and was released on 28 September 2018 for PlayStation 3, PlayStation 4, Xbox 360, Xbox One, Nintendo Switch, and Microsoft Windows. The game features the UEFA club competitions for the first time, including the UEFA Champions League and UEFA Europa League and the UEFA Super Cup as well. In June 2019, a free update added the FIFA Women's World Cup as a separate game mode. This is the last game in the FIFA series to be available on a seventh-generation console, and the last known game to be available for the PlayStation 3 worldwide.

learndatascience

Open Content for self-directed learning in data science

pedestrian-detection-

This dataset contains video of various pedestrian walking on the street. This is my beginner project on Natural Language Processing where I am going to detect many moving pedestrians.

predict-the-income-of-the-person_machinelearning_

To predict whether the income of a person exceeds 50K per year based on some census data.

price-prediction-of-used-cars_machinelearning_

This dataset contains the data of 370000 used cars in germany. The goal is to train a linear regression model from this interesting dataset in order to predict the value of a used car.

smart-ai-assistant-

This is a visual studio code task in which an AI Assistant Alex performs various tasks like playing songs, sending emails, shutting down system etc by taking voice commands.

spam-or-ham-detection-using-naive-bayes-classifier-basic-approach__nlp_

This dataset consists of about 5572 SMS messages and a label, classifying the message as "spam" or "ham". Based on the various preprocessing techniques, I am going to build a Naive Bayes Classifier model that will classify unknown messages as "spam" or "ham".

the-sparks-foundation-task-1

the-sparks-foundation-task-2

the-sparks-foundation-task-3

Create a Decision Tree Classifier from Iris dataset and visualize it graphically.