Discussion on the implementation of queue data structure
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This is the recommended template for a Project Proposal for a freelance Machine Learning project. This is my personal choice, and definitely depending on project requirements, you might need to explicitly modify change/modify/add to this list. One size does not always fit all for Machine Learning projects. But anyway this could be a good starting point.
Running through the popular Product Management framework CIRCLES
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Leadership Development
The most valuable leadership traits: Listens effectively and coaches others Encourages others to take measured risk Takes blame of the subordinates when they take risk but attributes credit to the subordinates Explain the why, gives a clear expectation of the result along with the timeline, provides resources to achieve the result Shows empathy Communicates well […]
Quick introduction to basic Reinforcement Learning algorithms including Bellman Equation, Policy Iteration, Value Iteration, and Q-Learning
Collection of useful tips when working with Big Data tools including Hadoop, Hive, Spark
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Big Data Handy References
Integrating Apache Hive with Kafka, Spark, and BI: https://docs.cloudera.com/HDPDocuments/HDP3/HDP-3.1.5/integrating-hive/content/hive_hivewarehousesession_api_operations.html
Random Projection is an interesting Dimensionality Reduction technique. You may choose to create a random projection for 1,2,3,..,n dimensional projections. Now how to tell which one is best? So you would need to calculate loss of data due to this reduction in data size. # data has this shape: row, col = 4898, 11 random_projection […]
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System Design (Draft Post)
Classical Design Patterns Consistency Basics of Distributed Systems How databases work Message queueing Performance Applicability Scalability Reliability How do you design a messaging service? How do you design a database system? How do you design a scalable hashtagging system? Spend 30-40 minutes on each problem. Spend a certain time on each aspect for example to […]
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Entrepreneurship = Selling Vision ?
What does it take for the creative leaders and entrepreneurs to manage money, people, investment, resources, and manage so many aspects to make big dreams come to reality. Why do people trust their vision? Why do people sign up thinking the cause is worth their effort?