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advanced-machine-learning

It covers deep learning, reinforcement learning, natural language understanding, computer vision and Bayesian methods. Touch base with the real-world problems. By National Research University Higher School of Economics

advanced-shiny

Shiny tips & tricks for improving your apps and solving common problems

afr-soil-prediction

Advances in rapid, low cost analysis of soil samples using infrared spectroscopy, georeferencing of soil samples, and greater availability of earth remote sensing data provide new opportunities for predicting soil functional properties at unsampled locations. Soil functional properties are those properties related to a soil’s capacity to support essential ecosystem services such as primary productivity, nutrient and water retention, and resistance to soil erosion. Digital mapping of soil functional properties, especially in data sparse regions such as Africa, is important for planning sustainable agricultural intensification and natural resources management.

autism-prediction

It's a classification model that predict whether an individual will suffer from autism in future or not

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

capstone_wordpredictorslides

Slides for the word predictor app - Part of the Data Science Capstone project

capstoneprojectsw

SW for the Coursera Capstone Project Data Science Specilization

close-format-nemesis

This repository stores the plan for my predictive text app final project. A requirement for the SwiftKey-Coursera Capstone project. This is a work in progress.

coursera-capstone

Capstone Project

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

crypto

data-science-capstone

The Swiftkey Capstone project for the Coursera Data Science Specialization

data-science-capstone-1

A predictive model which returns the most likely word to follow the current word. The vision is to put this into a text app such as SwiftKey, who not incidentally sponsored this capstone session. Thanks SwiftKey!

data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datacleaning

datasciencecoursera

Data Science Course Work

datasciencecoursera-1

repo creation for data science assignment

datasciencespecialization.github.io

http://DataScienceSpecialization.github.io

datasharing

The Leek group guide to data sharing

dcr2021_ml_pubpol

Welcome to machine learning for public policy!

deep-learning-specialization-coursera

Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

deeplearning-trader

backtrader with DRL ( Deep Reinforcement Learning)

deeplearningai

My codes and notes for Coursera Deep Learning Specialisation

developingdataproducts

course project data products

developingdataproducts-1

Project to make a shiny app and slidify presentation

dh-methods-in-r

Digital History Methods in R

dss_product

Course Project for Data Science Products Course in the JHU Data Science Specialization through Coursera

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

financial-machine-learning

A curated list of practical financial machine learning (FinML) tools and applications in Python (by @firmai)

fraud-detection-kumar

Detecting Fraudulent Transactions