Pinned Repositories
9HPythonData
A 9-hour Python tutorials focusing on data processing
AdvancedTimeseries
All-of-AI-in-Scratch
🧑🏻💻Implementations of all AI ,Data Science algorithms from Scratch for Starting Out🔰
all-of-statistics
Self-study on Larry Wasserman's "All of Statistics"
applied_data_science_with_python
This repository contains my work while completing the specialization created by University of Michigan on Coursera. The 5 courses in this University of Michigan specialization introduce learners to data science through the python programming language. This skills-based specialization is intended for learners who have basic a python or programming background, and want to apply statistical, machine learning, information visualization, text analysis, and social network analysis techniques through popular python toolkits such as pandas, matplotlib, scikit-learn, nltk, and networkx to gain insight into their data. Introduction to Data Science in Python (course 1), Applied Plotting, Charting & Data Representation in Python (course 2), and Applied Machine Learning in Python (course 3) should be taken in order and prior to any other course in the specialization. After completing those, courses 4 and 5 can be taken in any order. All 5 are required to earn a certificate.
appliedml_workshop_dhs_av_2019
Content for Applied ML Workshop @ DataHack Summit 2019
code_snippets
Data-Science-Tutorials
Data Science Tutorials
ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
mozarzaa's Repositories
mozarzaa/appliedml_workshop_dhs_av_2019
Content for Applied ML Workshop @ DataHack Summit 2019
mozarzaa/art_of_data_visualization
The art of effective visualization of multi-dimensional data
mozarzaa/awesome-cheatsheets
👩💻👨💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.
mozarzaa/Bible-NLP-and-ML-using-Python
Natural Language Processing and ML Prediction of the Bible
mozarzaa/Catch-Tweet-with-Keyword
Get Tweet by giving keyword and do keyword analysis
mozarzaa/Data-Cleaning-Practical-Examples
Data Cleaning In Python and Julia with Practical Examples
mozarzaa/Data-Science--Cheat-Sheet
Cheat Sheets
mozarzaa/data-visualization
Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).
mozarzaa/Data-Warehouse-Concepts-Design-and-Data-Integration
Repo for Data Warehouse Concepts, Design, and Data Integration by University of Colorado System (coursera)(Notes,Assignments, quiz and research papers)
mozarzaa/Data-Warehouse-for-Business-Inteligence
mozarzaa/data_science_for_all
Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone
mozarzaa/data_visualization
A collection of my data visualizations, mostly in Python.
mozarzaa/EDA
EDA is an approach to analyzing datasets to summarize their main characteristics often with statistical and visual methods, but primarily EDA is for seeing what the data can tell us beyond the formal modeling or hypothesis testing task.
mozarzaa/feature_engineering_session_dhs18
Contains code and presentation for my interactive hack session, 'Effective Feature Engineering: A Structured Approach to Building Better Machine Learning Models' where we look at two interesting case studies on how to effectively leverage feature engineering and use a structured approach to build good machine learning models. This is created for the purpose of being presented in Analytics Vidhya's DataHack Summit 2018
mozarzaa/flask-realtime-todo
Realtime CRUD Python application built with Flask, Vanilla JavaScript and Pusher
mozarzaa/free-data-science-books
Free resources for learning data science
mozarzaa/Linear-Algebra-Basics
Linear Algebra Fundamentals for Machine Learning
mozarzaa/nlp_workshop_iisc19
Hands-on examples showcasing popular NLP applications
mozarzaa/nn-samples
mozarzaa/NoteBooks-Statistics-and-MachineLearning
Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog
mozarzaa/numpy-ml
Machine learning, in numpy
mozarzaa/numpy-tutorial
Numpy beginner tutorial
mozarzaa/Probability-and-Information-Theory
Probability and Information Theory for Machine Learning
mozarzaa/programming-concepts-for-data-science
Basics of programming: algorithms, data structures, object oriented programming
mozarzaa/python-patterns
A collection of design patterns/idioms in Python
mozarzaa/Research-Methods-for-Data-Science-with-Python
Research Methods for Data Science with Python
mozarzaa/Social-Network-Analysis
Social Network Analysis in Python and Julia using Networkx,IGraph and LightGraphs.jl
mozarzaa/stanford-statistical-learning
Slides, material and solutions of the popular Statistical Learning course from Stanford's own Hastie & Tibshirani. Join me on my journey to finally try and complete this course after leaving it mid-way atleast 3-4 times due to other commitments!
mozarzaa/udacity-dend-data-warehousing
Data warehousing Udacity project, for creating a song play ETL pipeline using S3 and Redshift.
mozarzaa/wordcloud2
R interface to wordcloud for data visualization.