Did you know that presentations at the KDD conference are open-sourced? There are so many different use cases and algorithms shared at the conference across various industries. Some of the talks on applications are more high-level and suited to business users while the other tracks share more technical details. Here's linking the video recordings to the 2018 conference and those for the previous years!
For 2018, the following tracks are available:
- Applied Data Science Invited Talks, Commerce and Financial Applications - Applied Data Science Invited Talks, Consumer Internet Applications - Applied Data Science Invited Talks, Data Science Infrastructure - Applied Data Science Invited Talks, Novel Applications
- Applied Data Science Track Session (ADS1) Commerce and Profiling
- Applied Data Science Track Session (ADS2) Planning and Forecasting in Finance and Commerce
- Applied Data Science Track Session (ADS3) Ranking and Making Recommendations - Applied Data Science Track Session (ADS4) Urban Planning - Applied Data Science Track Session (ADS5) Safety - Applied Data Science Track Session (ADS6) Texts, Images and Videos - Applied Data Science Track Session (ADS7) Medicine and Healthcare - Applied Data Science Track Session (ADS8) Natural Sciences, Sport, and the Application of Controlled Experiments - Research Track Session (RT1) Deep Learning I - Research Track Session (RT2) Reinforcement Learning - Research Track Session (RT3) Matrices, Kernels and Sketches - Research Track Session (RT4) Temporal and Spatial Data Mining I - Research Track Session (RT5) Graph and Social Network I - Research Track Session (RT6) Deep Learning II - Research Track Session (RT7) Temporal and Spatial Data Mining II - Research Track Session (RT8) Graph and Social Network II - Research Track Session (RT9) Supervised Learning I - Research Track Session (RT10) Recommenders I - Research Track Session (RT11) Representation and Embedding I - Research Track Session (RT12) Recommenders II - Research Track Session (RT13) Representation and Embedding II - Research Track Session (RT14) Supervised Learning II - Research Track Session (RT15) Semi‑supervised and Transfer Learning - Research Track Session (RT16) Unsupervised Learning I - Research Track Session (RT17) Methodology I - Research Track Session (RT18) Unsupervised Learning II - Research Track Session (RT19) Knowledge Discovery - Research Track Session (RT20) Methodology II
KDD is one of the more prestigious conferences for data science and machine learning. Other top
ranking conferences can be found here.
