Muhammad Imran's repositories
10-steps-to-become-a-data-scientist
In this repository, we want to review 10 skills as data scientist: Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve real problem for instance predict house prices
a-picture-is-worth-a-1000-words
I am trying to describe complex matters in simple doodles!
amazon-dynamodb-labs
Hands on workshop and design scenarios for Amazon DynamoDB
autocast
Forecasting Future World Events with Neural Networks
awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
data-engineering-for-aws-immersion-day
Lab Instructions for Data Engineering Immersion Day
data-pipelines-with-apache-airflow
Code for Data Pipelines with Apache Airflow
dataflow-sql
Build real-time pipeline with SQL
diagrams
:art: Diagram as Code for prototyping cloud system architectures
digits-recognizer-kubeflow
Sample MLOps Workflow: Recognizing Digits with Kubeflow
EdgeRealtimeVideoAnalytics
An example of using Redis Streams, RedisGears, RedisAI and RedisTimeSeries for Realtime Video Analytics (i.e. counting people)
generative-ai
Sample code and notebooks for Generative AI on Google Cloud
great_expectations
Always know what to expect from your data.
MadeWithML
Learn how to responsibly deliver value with ML.
ml_deployment_scenario_1
Machine Learning Services Scenario 1
PiML-Toolbox
PiML (Python Interpretable Machine Learning) toolbox for model development and validation
PREDICTIVE-ANALYTICS-FOR-RETAIL-BANKING
The data-set is related with direct marketing campaigns (were based on phone calls) of a banking institution. Often, more than one contact to the same client was required, in order to access if the product (bank term deposit) would be ('yes') or not ('no') subscribed. The goal is to predict if the client will subscribe a term deposit
Python-Feature-Engineering-Cookbook-Second-Edition
Python Feature Engineering Cookbook Second Edition, published by Packt
Python-Roadmap
Python Roadmap. Learn Python programming as your first programming language. Python for Absolute Beginners, Non-Tech Professionals, 15+ Projects, 30 Topics, 500+ Practice Questions, with Data Structures & Algorithms
RadioPlayerV3
An Advanced Telegram Bot to Play Radio & Music in Voice Chat. This is Also The Source Code of The Bot Which is Being Used For Playing Radio in @AsmSafone Channel ❤️
reference_etl
Tutorial for easy-to-manage data pipelines with Airflow
RPA-Python
Python package for doing RPA
sample_nb_code_project
An example of a project for doing data work in Python using notebooks but also placing code in Python files and testing them
schedule
Python job scheduling for humans.
seafaring
Code for "Active Learning from the Web" (WWW 2023)
SQL-for-Data-Analytics
Perform fast and efficient data analysis with the power of SQL
The-Python-Graph-Gallery
A website displaying hundreds of charts made with Python