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19_udacity_dsa

Data Structures & Algorithms Nanodegree Program from Udacity

autokeras

This is an automated machine learning (AutoML) package.

chat

cheatsheets

All the cheat sheets you need as a novice machine learning engineer

client-retention-through-data-analysis-on-zos

Analyze customer churn data using Python and Jupyter Notebooks via IBM Open Data Analytics for z/OS

cognitive-social-crm

An application that monitors a Twitter feed and determines customer sentiment using IBM Watson Assistant, Tone Analyzer, Natural Language Understanding, as well as CloudantDB

customer-churn-prediction

Predict which telecom customers might leave using IBM Watson Machine Learning

data-engineering-howto

A list of useful resources to learn Data Engineering from scratch

datacamp-portfolio-project-solutions--python

DataCamp Project Solutions

datacamp-projects-1

Notebooks of Datacamp projects

datacamp-solutions--python

db2-event-store-clickstream

Sample notebooks demonstrate a use case of clickstream analysis with IBM Db2 Event Store using Scala APIs to ingest and analyze web event data.

db2-event-store-iot-analytics

IoT sensor temperature analysis and prediction with IBM Db2 Event Store

db2-event-store-taxi-trips

Stream data from a Java program and use a Jupyter notebook to demonstrate charting of statistics based on historical and live events. IBM Db2 Event Store is used as the event database.

dc-courses

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

dlschool

Официальный репозиторий курса Deep Learning (2018-2019) от Deep Learning School при ФПМИ МФТИ

employee-attrition-aif360

Walkthrough the data science life cycle with different tools, techniques, and algorithms. Use AIF360, pandas, and Jupyter notebooks to build and deploy a model on Watson Machine Learning.

engineering-insights-composite-pattern

This composite pattern demonstrates a solution to a problem of Software Development domain using a combination of other individual code patterns.

ensure-loan-fairness-aif360

A demonstration of the AI Fairness 360 toolbox for bias metrics, explanations, and remediation. Code Pattern: https://developer.ibm.com/patterns/ensuring-fairness-when-processing-loan-applications

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

featuretools-workshop

Public repository made for Automated Feature Engineering workshop (Summer Data Conf, Odessa, 2018-07-21)

gcp

All files related to GCP

generate-insights-from-data-formats-with-watson

How do we process data in different formats like docx, pdf etc and generate insights to be linked with structured data in database?This pattern helps in establishing relations between structured & unstructured data to generate recommendations using Watson NLU & Watson Studio.

icp4d-customer-churn-classifier

Infuse AI into your application. Create and deploy a customer churn prediction model with IBM Cloud Private for Data, Db2 Warehouse, Spark MLlib, and Jupyter notebooks.

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

iot-edge-predictive-models-dsx

Advanced analytics can be applied in various areas of IoT like "Change Point detection using IoT Sensor data" and "Predictive Analytics using IoT Sensor data". Once a Descriptive or Prescriptive model outcome is arrived, it needs to be translated into action. This journey demonstrates how such a communication to the Edge layer can be implemented.

iot-predictive-analytics

Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like Robot arms, Process monitoring and Control equipment etc., collect and transmit data on a continuous basis which is Time stamped.

javarush-homeworks

javarush_crud_intern

Javarush CRUD Internship test task