predictive-analytics

There are 25 repositories under predictive-analytics topic.

spring-cloud / spring-cloud-dataflow
A microservices-based Streaming and Batch data processing in Cloud Foundry and Kubernetes
microservices-architecture orchestration stream-processing batch-processing predictive-analytics cloud-native datapipelines
Language:Java 1066
ScottfreeLLC / AlphaPy
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
backtesting classification cryptocurrency data-science deep-learning iex keras machine-learning pandas portfolio predictive-analytics python regression scikit-learn sports stocks time-series-analysis trading trading-platform trading-strategies
Language:Python 1049
retentioneering-tools
retentioneering / retentioneering-tools
Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.
behaviour-analysis business-intelligence clickstream customer-journey-map customer-segmentation data-visualization graph-visualizer library machine-learning machinelearning pandas predictive-analytics predictive-modeling product-analytics python segmentation user-trajectories user-trajectories-analysis web-analytics
Language:Python 760
rjurney / Agile_Data_Code_2
Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition
data-syndrome data data-science analytics apache-spark apache-kafka kafka spark predictive-analytics machine-learning machine-learning-algorithms airflow python python-3 python3 amazon-ec2 agile-data agile-data-science vagrant amazon-web-services
Language:Jupyter Notebook 456
jthomperoo / predictive-horizontal-pod-autoscaler
Horizontal Pod Autoscaler built with predictive abilities using statistical models
autoscaler autoscaling go golang horizontal-pod-autoscaler kubernetes operator operator-framework operator-sdk predictions predictive-analytics python replicas statistical-models statsmodels
Language:Go 326
yangboz / LotteryPrediction
:full_moon_with_face: Lottery prediction besides of following "law of proability","Probability: Independent Events", there are still "Saying "a Tail is due", or "just one more go, my luck is due to change" is called The Gambler's Fallacy" existed.
predictive-analytics mine-data scatter-plot series-analysis keras tensoflow exploratory-data-analysis time-series-analysis
Language:Jupyter Notebook 262
nabeel-oz / qlik-py-tools
Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).
qlik qlik-sense server-side-extension data-science analytics advanced-analytics-integration advanced-analytics python clustering hdbscan forecasting fbprophet facebook-prophet sklearn scikit-learn machine-learning predictive-analytics qlik-oss keras deep-learning
Language:Python 184
mplatzer / BTYDplus
R package for Customer Behavior Analysis
customer-behavior predictive-analytics crm marketing-science rstats
Language:R 180
genular / pandora
PANDORA - Predictive Analytics aNd Data Oriented Research Applications :computer:
machine-learning systems-biology data-science data-visualization data-mining pandora bioinformatics biomarkers clinical-data clustering data-integration drug-discovery genomic-data-analysis microbiome predictive-analytics transcriptomics tsne umap unsupervised-machine-learning
Language:Vue 132
jalajthanaki / Customer_segmentation
Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.
customer-segmentation customer-analytics e-commerce-example machine-learning-algorithms voting-classifier predictive-analytics
Language:Jupyter Notebook 125
Data-Analyst-Roadmap
hemansnation / Data-Analyst-Roadmap
Data-Analyst-Roadmap for Professionals. This roadmap contains 8 Chapters that can be completed in 8 weeks, whether you are a fresher in the field or an experienced professional who wants to transition into Data Analysis.
analytics data-analysis data-analysis-python data-analytics data-science numpy predictive-analytics project-based-learning python statistics tableau
Language:Jupyter Notebook 102
Payroll-Engine / PayrollEngine
Framework for developing low-code/no-code payroll solutions focused on automation, scalability and testability.
automated-testing csharp payroll-processing regulations restful-api scripting-interface payroll-automation low-code no-code predictive-analytics dotnet swagger mit-licensed setup payroll-management-system payroll
Language:TSQL 67
xcast
kjhall01 / xcast
A High-Performance Data Science Toolkit for the Earth Sciences
climate-data climate-science climate-forecasting artificial-intelligence machine-learning predictive-analytics python xarray multimodel-ensemble big-data parallel-computing
Language:Jupyter Notebook 64
mbok / elasticsearch-linear-regression
A machine learning plugin for Elasticsearch providing aggregations to compute multiple linear regression on search results in real-time for predictive analytics.
elasticsearch elasticsearch-plugin linear-regression machine-learning predictive-analytics
Language:Java 63
oborchers / Medium_Repo
This repository provides the code examples for the corresponding blog posts. In case you have questions, feel free to contact me directly.
data-science data-science-notebooks machine-learning machine-learning-algorithms blog blogging deep-learning neural-networks natural-language-processing predictive-analytics predictive-modeling marketing business-analytics
Language:Jupyter Notebook 50
anishsingh20 / Human-Resource-Analytics-and-Employee-Churn-Prediction
A Data science and Analytics project with the main aim of doing some Descriptive and Exploratory Data Analysis and then applying predictive modelling for predicting why and which are the best and most experienced employees leaving prematurely?
datascience datanalysis predictive-analytics exploratory-data-analysis human-resource-analytics neural-network
Language:R 46
mljar / mljar-api-python
A simple python wrapper over MLJAR API.
machine-learning-api machine-learning mljar-api-python python predictive-analytics predictive-modeling prediction-algorithm
Language:Python 42
TatevKaren / artificial-neural-network-business_case_study
Business Case Study to predict customer churn rate based on Artificial Neural Network (ANN), with TensorFlow and Keras in Python. This is a customer churn analysis that contains training, testing, and evaluation of an ANN model. (Includes: Case Study Paper, Code)
churn-analysis deep-learning ann-model artificial-neural-network case-study predictive-analytics prediction-model machine-learning data-science python3 tensorflow-tutorials artificial-neural-networks ann bank-customers
Language:Python 42
JasonMDev / learning-python-predictive-analytics
Tracking, notes and programming snippets while learning predictive analytics
predictive-analytics python dataset logistic-regression linear-regression
Language:Python 40
RajdeepKonwar / stockast
Predict stock market pricing over 180 minutes using Black-Scholes stochastic modeling and parallel Monte-Carlo simulations.
black-scholes c-plus-plus monte-carlo-simulation openmp parallel prediction-model predictive-analytics predictive-modeling stock-data stock-market stock-prediction stock-price-prediction stock-prices thread
Language:C++ 40
gabri-al / sarima_dashboard
Introducing a Dash web app that guides the analysis of time series datasets, using sARIMA models
dash predictive-analytics sarima-model time-series-analysis
Language:Python 39
Zeeshanahmad4 / Stock-Prices-Prediction-ML-Flask-Dashboard
This program predicts the price of GOOG stock for a specific day using the Machine Learning algorithm called Support Vector Regression (SVR) Linear Regression. Importing flask module in the project is mandatory An object of Flask class is our WSGI application.
stock-prices-prediction flask flask-dashboard prediction ml visualization python data-visualization predictive-analytics prediction-model prediction-algorithm data-science data-mining dataset stock-market stock-analysis stock-prices stock-trading linear-regression classification
38
dependable-cps / FDIA-PdM
False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics
remaining-useful-life false-data-injection iot-sensors sensor-fusion lstm cnn gru deep-learning neural-network turbofan-engine regression linear-regression cyber-attack predictive-analytics predictive-maintenance rul-prediction industry-4 cyber-physical-attacks cybersecurity iot-security
Language:Python 37
ExcViral / adaptive-forex-forecast
An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms
forex-trading forex-prediction forecasting-model adaptive-learning adaptive-filtering machine-learning supervised-machine-learning trading-bot machine-learning-algorithms prediction predictive-modeling predictive-analytics
Language:Python 34
karthickai / Linear-Regression
Machine Learning - Linear Regression_Ecommerce_Prediction
machine-learning linear-regression python ecommerce predictive-analytics seaborn scikit-learn pandas
Language:Jupyter Notebook 30
sahutkarsh / loan-prediction-analytics-vidhya
The solution to the Loan Prediction Practice Problem on Analytics Vidhya (https://datahack.analyticsvidhya.com/contest/practice-problem-loan-prediction-iii/)
data-analysis machine-learning feature-engineering hackathon analytics predictive-analytics
Language:Jupyter Notebook 29
datamininggroup / pfa
Portable Format for Analytics
data-science predictive-analytics deployment pfa-standard
Language:TeX 27
smaakage85 / modelgrid
A Minimalistic Framework for Creating, Managing and Training Multiple Caret Models
caret machine-learning predictive-analytics predictive-modeling
Language:R 23
pratjz / Nanodegrees
Nanodegree programs https://www.udacity.com/nanodegree
udacity nanodegrees machine-learning deep-learning data-analyst-nanodegree programming-nanodegree robotics-nanodegree digital-marketer-nanodegree predictive-analytics nanodegree nanodegree-programs tech-entrepreneur-nanodegree business-nanodegree
21
balaji-munusamy / student-grade-analytics
Analyse academic and non-academic information of students and predict grades
analytics datascience exploratory-data-analysis exploratory-data-visualizations grade-analysis performance-analytics predictive-analytics
Language:Jupyter Notebook 20
IBM / maximo-predictive-maintenance
maximo iot predictive-analytics python machine-learning watson-studio
Language:Jupyter Notebook 20
joymnyaga / CreditAnalytics-Loan-Prediction
A predictive model that uses several machine learning algorithms to predict the eligibility of loan applicants based on several factors
python credit-risk machine-learning logistic-regression naive-bayes-classification random-forest decision-tree support-vector-machine gradient-boosting-machine knn-classification predictive-analytics
Language:Python 19
xforecast
xmigrate / xforecast
A light weight plug and play tool which can fit right in your observability stack and give valuable predictions on any of the metrics
kubernetes-monitoring predictive-analytics proactive-remediations aiops
Language:Python 18
Grv-Singh / Solar-Power-Forecasting
⚡ Power forecasting of 💚 renewable energy power plants is a very active research ﬁeld, as reliable information about the 🔮 future power generation allow for a safe operation of the power grid and helps to ⤵ minimize the operational costs of these energy sources.
python3 cnn cnn-keras cnn-classification pandas jupyter-notebook solar-energy predictive-analytics principal-component-analysis artificial-neural-networks
Language:Python 17
jalajthanaki / stock_price_prediction
DJIA index prices of 10 years and NYtimes news articles headline has been used to predict the DJIA index prices
machine-learning djia price stock-price-prediction predictive-analytics
Language:Jupyter Notebook 17
jetnew / Anomaly-Detection
Anomaly detection methods and implementation
anomaly-detection keras machine-learning multivariate-timeseries numenta outlier-detection predictive-analytics python3 sensor statistical-analysis time-series
Language:Jupyter Notebook 16

predictive-analytics

spring-cloud / spring-cloud-dataflow

ScottfreeLLC / AlphaPy

retentioneering / retentioneering-tools

rjurney / Agile_Data_Code_2

jthomperoo / predictive-horizontal-pod-autoscaler

yangboz / LotteryPrediction

nabeel-oz / qlik-py-tools

mplatzer / BTYDplus

genular / pandora

jalajthanaki / Customer_segmentation

hemansnation / Data-Analyst-Roadmap

Payroll-Engine / PayrollEngine

kjhall01 / xcast

mbok / elasticsearch-linear-regression

oborchers / Medium_Repo

anishsingh20 / Human-Resource-Analytics-and-Employee-Churn-Prediction

mljar / mljar-api-python

TatevKaren / artificial-neural-network-business_case_study

JasonMDev / learning-python-predictive-analytics

RajdeepKonwar / stockast

gabri-al / sarima_dashboard

Zeeshanahmad4 / Stock-Prices-Prediction-ML-Flask-Dashboard

dependable-cps / FDIA-PdM

ExcViral / adaptive-forex-forecast

karthickai / Linear-Regression

sahutkarsh / loan-prediction-analytics-vidhya

datamininggroup / pfa

smaakage85 / modelgrid

pratjz / Nanodegrees

balaji-munusamy / student-grade-analytics

IBM / maximo-predictive-maintenance

joymnyaga / CreditAnalytics-Loan-Prediction

xmigrate / xforecast

Grv-Singh / Solar-Power-Forecasting

jalajthanaki / stock_price_prediction

jetnew / Anomaly-Detection