sheikmohamed1987 Goto Github PK

adf-ready-demo

architecture-center

Azure Architecture Center

awesome-streamlit

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

az-204-developingsolutionsformicrosoftazure

AZ-204: Developing solutions for Microsoft Azure

azure-databricks-streaming-analytics

Stream processing with Azure Databricks

azure-functions-python-samples

Azure Functions Python Sample Codes

capstone-project-california-housing-price-prediction

Capstone Project - California Housing Price Prediction: Used linear, DT, ensemble regression techniques (Random Forests), feature scaling and feature engineering using Principal component Analysis (PCA); achieved minimal RMSE with ensemble technique. Supervised learning, Machine Learning, Python, Jupyter Notebook.

capstone-project-service-request-data-analysis-of-new-york-city-311-calls

Capstone Project - Performed service request data analysis of New York City 311 calls for year 2009. Focused on data wrangling techniques to understand the pattern in the data and also visualize the major complaint types.

code

Compilation of R and Python programming codes

countriesoftheworld_casestudy

Case Study in Microsoft Power BI - Countries of the World

data-tutorials

Hortonworks tutorials

databricks-demos

Repository of notebooks and related collateral used in the Databricks Demo Hub, showing how to use Databricks, Delta Lake, MLflow, and more.

deep-learning-using-keras-python-dl-library-

Case study in Deep Learning using Keras (Python DL Library) - Image Recognition using CIFAR 10 and VGG16 Pretrained NN.

fabriclearn

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.

heroku-python-script

Guide for hosting python scripts and applications on Heroku

lda_with_smote_pima_indians_diabetes_data

Linear Discriminant Analysis with SMOTE on PIMA_INDIANS_Diabetes_Data. Achieved 80% Recall score for target class 1 [to predict onset of diabetes]

machinelearningnotebooks

Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft

mastering-apache-spark

This is repository of my YouTube Course on End to End Apache Spark in AIEngineering YouTube Channel

microsoft-learning-paths-databricks-notebooks

Contains notebooks used in the Microsoft Azure Databricks Learning Paths modules.

mnist_digit_recognizer_knn_tensorflow-implementation

MNIST ("Modified National Institute of Standards and Technology") is the de facto “hello world” dataset of computer vision. Since its release in 1999, this classic dataset of handwritten images has served as the basis for benchmarking classification algorithms. As new machine learning techniques emerge, MNIST remains a reliable resource for researchers and learners alike. In this competition, your goal is to correctly identify digits from a dataset of tens of thousands of handwritten images. We’ve curated a set of tutorial-style kernels which cover everything from regression to neural networks. We encourage you to experiment with different algorithms to learn first-hand what works well and how techniques compare. Practice Skills Computer vision fundamentals including simple neural networks Classification methods such as SVM and K-nearest neighbors

nlp-case-study---spam-ham-classifier-with-smsspamcollection-

Case study in NLP - Machine Learning Spam Ham Classifier built on SMSSpamcollection dataset.

notebook-as-pdf

Save Jupyter Notebooks as PDF

online-retail-store-anomaly-detection

Modelling Customer Churn When Churns Are Not Explicitly Observed.

pandas_ui

pandas_ui helps you wrangle & explore your data and create custom visualizations without digging through StackOverflow. All inside your Jupyter Notebook ( alternative to Bamboolib ).

pycaret-deployment-streamlit

PyCaret and Streamlit app deployment on Heroku

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

reference-architectures

templates and scripts for deploying Azure Reference Architectures

retail_sales_prediction_kaggle_inclass_competition

This is a retail case study. Helped a major US retailer forecast their sales!

scikit-learn-tips

:robot::zap: scikit-learn tips