Architecture

Building effective business strategies with data science

Introduction James W. Marshall has discovered gold nuggets in the Sacramento valley, the capital of California in 1848, which has seen the largest mass migration of 300,000 people to California for processing and mining the gold hidden in the riverbeds at Sutter’s Mill in Coloma.  In today’s world, the ability to collect, process, massive of amounts of big data has created a gold rush, not only in Silicon Valley, but throughout the United States and the ...

Read more

3 Ways to Apply Latent Semantic Analysis on Large-Corpus Text on macOS Terminal, JupyterLab, and Colab

Latent semantic analysis works on large-scale datasets to generate representations to discover the insights through natural language processing. There are different approaches to perform the latent semantic analysis at multiple levels such as document level, phrase level, and sentence level. Primarily semantic analysis can be summarized into lexical semantics and the study of combining individual words into paragraphs or sentences. The lexical semantics classifies and decompo...

Read more

AI Trained to Perform Sentiment Analysis on Amazon Electronics Reviews in JupyterLab

The recent advancements in natural language processing over last few decades allowed a significant number of enterprises to leverage the potential of sentiment analysis by training artificial intelligence through deep learning and machine learning algorithms to teach the machine and perform particular operations similar to what humans apply through cognitive abilities. Though, the machines cannot comprehend, perceive, and process the scenarios through life-like experience, ad...

Read more

Building Email SPAM Detector with Naïve Bayes and AdaBoost Machine Learning Classifiers in JupyterLab

Natural language processing is a sub-branch of artificial intelligence. Building a machine or a tool to process the data through natural language processing requires mathematics, statistics, algorithms, and Python programming. Advanced techniques such as Word2Vec can convert words into vectors which makes it easier to process the text through mathematics and deep learning algorithms. Python language can handle the language humans speak, write, and understand. Before we begin ...

Read more

The Architecture of Apache Hadoop

Apache Hadoop platform is highly fault-tolerant for system disasters. At the core of Apache Hadoop, there are Hadoop Distributed File System and MapReduce that diffuse high-velocity streams of big data across multiple racks of low-priced servers. Hadoop Distributed File System does not have a limitation on the size of the file for data storage, write, and read operations. The limitation can only arise from the disk capacity of the machine, but not from HDFS. HDFS also...

Read more


Notice: Undefined index: use_desc_for_title in /home/deepsingularity/public_html/wp-content/plugins/display-categories-widget/display_categories_widget.php on line 221

Notice: Undefined index: sort_order_by in /home/deepsingularity/public_html/wp-content/plugins/display-categories-widget/display_categories_widget.php on line 222

Notice: Undefined index: sort_order_as in /home/deepsingularity/public_html/wp-content/plugins/display-categories-widget/display_categories_widget.php on line 223

Categories

  • No categories

Recent Posts

    Page 1 Of 2
  • 1
  • 2