Sep 1Unleashing the Power of Big Data Analytics and Machine Learning: Transforming Social Media Content ModerationIntroduction: In the age of disruptive technologies, the explosion of social media and online platforms has revolutionized communication and information-sharing. However, this transformation has also given rise to significant challenges, such as the spread of hate speech and misinformation. To counter these threats, the convergence of Big Data and Machine…5 min read5 min read
Published inAWS in Plain English·Jul 22, 2022Apache Pig: Illustrate Basic Operators with ExampleHey guys, In this article, I will briefly discuss how to start exploring Apache Pig for data analysis. In the previous post “How to install Apache Pig on a Hadoop cluster on Ubuntu”, I discussed what Apache Pig is and explained how to install Apache Pig on a Hadoop cluster…Apache6 min readApache6 min read
Published inAWS in Plain English·Jun 22, 2022How to install Apache Pig on a Hadoop cluster on UbuntuHey guys, In this article, I will briefly discuss what is Apache Pig and explain how to install Apache Pig in on a Hadoop cluster. I will provide step-by-step installation instructions to set up Pig on Ubuntu 16.04. So, if you have the curiosity to know about Pig and its…Big Data4 min readBig Data4 min read
Published inAWS in Plain English·Jun 15, 2022How to install Apache HBase on Ubuntu?Hey guys, In this article, I will explain how to install Apache HBase in standalone mode on a Hadoop cluster. I will provide step by step instructions to set up HBase on Ubuntu 16.04. So, if you are looking to make your hands dirty on Apache HBase, this article can…Big Data5 min readBig Data5 min read
May 25, 2022Apache Spark VS Apache Hadoop(Which is the best fit for you?) Hey guys, In this article I am going to discuss Apache Spark vs Apache Hadoop and when to choose what? Big data analysis has become the secret to success in many businesses. Businesses are constantly attempting to get more insights from every piece…Big Data5 min readBig Data5 min read
Published inAWS in Plain English·May 18, 2022Why trade-off between Bias and Variance is important in Machine Learning models?Hey guys, In Machine Leaning (ML) based predictive modelling bias and variance plays vital roles. High bias model leads to under fitting whereas high variance starts to over fit of the model. However, ideally a ML model should achieve low bias and low variance which is impossible task. So, a…Machine Learning4 min readMachine Learning4 min read
May 11, 2022Why Dimensionality Reduction Is Crucial in Machine Learning Models?Hey guys, High dimensionality throws challenges in performance accuracy of machine learning models. In this article, I explored the importance of dimensionality reduction in building machine learning models and discussed why high dimensionality impacts the performance of machine learning models / statistical models. Here, I touched upon the following questions: …Machine Learning4 min readMachine Learning4 min read
Published inPython in Plain English·May 4, 2022What is Partitioning vs Bucketing in Apache Hive? (Partitioning vs Bucketing)Exploring partitioning vs clustering in the Hive table, and understanding when to do partitioning and when to do clustering — Hey guys, Apache Hive is one of the popular data warehouses in distributed cluster environments. Apache hive is used to store massive amounts of data and it can be processed in a fast, parallel, and efficient manner in HDFS (Hadoop Distributed File System) environment. To improve the access time of…Big Data5 min readBig Data5 min read
Published inAWS in Plain English·Apr 27, 2022Managed Table vs. External Table in Apache Hive (with Hands-on)Explaining managed tables vs. external tables in Apache Hive. — Hello everyone, In this article I am going to explain managed tables vs. external tables in Apache Hive. This question is prominently featured in the interviews. So, if you want clarity on this aspect, this article is for you. So, lets dive into deep in the discussion. Apache Hive is…Hadoop5 min readHadoop5 min read
Published inMLearning.ai·Apr 20, 2022CURD Operations in MongoDB — NOSQL DatabaseHey guys, In this article I am going present Create, Read, Update, and Delete (CURD) operation with examples which you can perform in MongoDB. Mongo DB is a document based NOSQL database which is quite popular in the industry. …Mongodb4 min readMongodb4 min read
