![]() It is an open source project and has been designed considering the scale, variety and complexity of real world data. GraphLab is a new parallel framework for machine learning written in C++. Hence, in this article, ‘GraphLab’ connotes GraphLab Create. P.S – GraphLab Create is a commercial software by GraphLab. GraphLab Create is accessed in python using “graphlab” library. So, they decided to build a system to write more papers quickly. Situations didn’t even improve after using MPI (high performance computing library). They ran their model on top of Hadoop and found it took quite long to compute. Two of his students were working on large scale distributed machine learning algorithms. Carlos was a professor at Carnegie Mellon University. Carlos holds Ph.D in Computer Science from Stanford University. GraphLab, known as Dato is founded by Carlos Guestrin. GraphLab has an interesting story of its inception. For ease of understanding, I’ve tried to explain these concepts in simplest possible manner. To get you started quickly, here is a beginners guide on GraphLab in Python. Then, you can purchase subscription for following years. A month trial is free and 1 year subscription is available for FREE for academic use. Were you trying to improve your Machine Learning model ? But failed mostly? Try this advanced machine learning tool. To my surprise, it wasn’t difficult to understand. I now have dedicated a few days to understand its science and logical methods of usage. A quick exploration told me that this tool has immense potential to reduce our machine learning modeling pains. I realized that I had missed on an incredible machine learning tool. ![]() Out of 1200 participants, we got our winners and their interesting solutions. It all started with the end of Black Friday Data Hack. After all, ‘ Good Things Happen When You Expect Them Least To Happen’. GraphLab came as an unexpected breakthrough on my learning plan.
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