behigu Goto Github PK

a-b-test-mlops

Using A/B testing to test if the ads that the advertising company ran resulted in a significant lift in brand awareness. Comparing machine learning models vs A/B testing gave me insights on what to use in which particular problem.

abtest-mlops

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

behigu

causal-graph

Perform causality Inference on breast cancer data set using Judea Pearl and his research groups framework

causality

Tools for causal analysis

convert-png-to-jpg-in-python

Convert PNG to JPG in python

da_safaricom_challenge

dash-by-plotly

Interactive data analytics

data-warehousing

A data warehouse is a large collection of business data used to help an organization make decisions.

deploy-streamlit-on-heroku

free-ai-resources

🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!

lookml

LookML Hands on practice on rental service provider data

master

A machine learning course using Python, Jupyter Notebooks, and OpenML

ml-for-beginners

12 weeks, 24 lessons, classic Machine Learning for all

pharmaceutical-sales-prediction-across-multiple-stores

I will be performing an exhaustive analysis in order to gain insights and engineer features with an interactive exploratory analysis and finally will use XGB to predict.

project-based-learning

Curated list of project-based tutorials

public-apis

A collective list of free APIs

satellite_data_analysis--lidar

LIDAR data analysis and further feature enhancing and automated analysis pipeline.

smartad_ad_campaign_performance

Ad campaign performance evaluation using AB Testing

speech_recognition

table2excel

Convert and download html tables to a xlsx-file that can be opened in Microsoft Excel

time-series-analysis-in-python

Time series analysis is a specific way of analyzing a sequence of data points collected over an interval of time. In time series analysis, analysts record data points at consistent intervals over a set period of time rather than just recording the data points intermittently or randomly.

topic-modelling

In machine learning and natural language processing, a topic model is a type of statistical model for discovering the abstract "topics" that occur in a collection of documents. Topic modeling is a frequently used text-mining tool for discovery of hidden semantic structures in a text body.

twitter-data-analysis

Twitter tweets sentiment analysis on covid-19 tweets

week1-tellco-telecom-user-s-data-analysis

ML data analyst and predictions. Helping the responsible bodies decide the right decisions.

writing_reading_db_streamlit

This project is a simple project where connecting to a database, creating and reading from the database and different tables are demonstrate.