Ahmad Syed's repositories
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
Artificial-Intelligence-wth-Tic-Tac-Toe
applying the minmax algorithm through recursion to tic tac toe
awesome-readme
A curated list of awesome READMEs
Bootstrap-Analysis
analyzing data about handwashing and interpreting the results
caffe
Caffe: a fast open framework for deep learning.
Cracking-The-Coding-Interview-Python-Solutions-and-Explanations
Cracking the Coding Interview in Python 3. The solutions all have detailed explanations with visuals.
Cyphers
crypting and decrypting messages using a key
Data-Preppin
This will include my codes on my quest to be better at data prepping. It will also include the codes for the Weekly Data Prepping Challenge.
Data-Science-45min-Intros
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
DataScienceResources
Open Source Data Science Resources.
free-data-science-books
Free resources for learning data science
Intro-to-Linear-Regression
simple example on linear regression
LearnDataScience
Open Content for self-directed learning in data science
Lobbyists4America
Congressional Tweets sentiment analysis on JSON file using Pyspark, Spark-NLP
Luhn-Algorithm
simple banking sstem using the Luhn algorithm
Netflix-Stock-Profile
visualization of the stock prices from Netflix from 2017 using matplotlib.
Object-Oriented-Programming-Example
this is a good example to help you understand classes in OOP
Plotting-Life-Expectancy-vs-GDP
realizing the relationships between the two variables using pandas and plotting the results
preppin-data-challenge
Code for the Preppin' Data Challenge, a weekly challenge on preparing/reshaping data. Although the challenge is meant for practicing Tableau Prep, it is great practice for Python or R, too. I post solutions using Python and Alteryx. https://preppindata.blogspot.com/
Sample-Size-Determination
configuring dataframes with python's pandas library and analyzing them through their scipy library to determine sample size
Simple-Statistical-Analysis
data interpretation using sql, along with filtering in pandas. A/B test analysis on the resulting dataframes
SQLAlchemy-intro
building a simple to-do list with SQLAlchemy
Udacity-Business-Analyst-Nanodegree
Project work for Udacity Business Analyst Nanodegree (Started July 2017).
Visual-Distribution-Comprehension
a basic understanding of distributions through the use of boxplots and violin plots