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Personal Blog

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cpe593

Data Structure & Algorithm

crackingthecodinginterview

Cracking the Coding Interview, 6th Edition Python Solution

customer_segments

Apply unsupervised learning techniques to identify segments of the population that form the core customer base for a mail-order sales company in Germany.

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

data-science--cheat-sheet

Cheat Sheets

data_visualization

The concept of the data types and choose the proper plot to use

disaster_response_project

The project includes a web app where an emergency worker can input a new message and get classification results in several categories. The web app will also display visualizations of the data.

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

elememnts_of_programming_interviews_in_python

experimental-design-recommendations

finding-donors-for-charities

Machine Learning project to predict individuals' income using Census data.

found-of-financial-data-science

Wrangling data using R

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

image_classifier_project

intro-to-python-for-financial-app

On campus class FE520.

leetcode

One leetcode a day, keep unemployment away

leetcodepython

Leetcode Practice in Python

machinelearning

Machine Learning & Deep Learning

marketing-data-science

Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and machine learning models (logistic regression, support vector machines, and quadratic discriminant analysis).

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

pbpython

Code, Notebooks and Examples from Practical Business Python

practicalai

📚A practical approach to learning and using machine learning.

python_data_structures_algorithms_and_interviews

Leetcode Practice

python_distribution_package

Write a Python package and upload it to PyPi

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

scrapy

spark

Hadoop, Spark, MongoDB so forth

spark-py-notebooks

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks