#AI In this article, a research-based approach to solving information retrieval of Climate Documents is provided. Several places suggestions are provided for what can be done to improve the work. This is an AI Exercise and can be enhanced to be a full project with minor-major changes and workouts. This has been explained in python.Continue reading “Fuzzy Inference Engine-based Information Retrieval in Python- Research Exercise”
Category Archives: artificial intelligence
AI based Scrum Master
Its been a while AI made news in paintings, arts, text generation. Its time AI makes news in product management. Yes AI based product management, these wont be just limited to software based product management, but we can start it from scrum master. Here, AI shall work with scrum master, and learn how the scrumContinue reading “AI based Scrum Master”
Professional and Personal Robotic Twin
Note: The original article is present on authors research profile here, “ https://www.researchgate.net/publication/368337127_Professional_and_Personal_Robotic_Twin “ In the era when AI techniques are evolving and changing very fast, here in this paper is proposed a professional robotic twin. Every person can have one or more robotic twins as per his needs. The one at the office canContinue reading “Professional and Personal Robotic Twin”
Doctor with a Robot by his side! The Future.
Note: At present the software and algorithms cannot help doctors much unless confirmed by doctors themself, such as in some surgeries where doctors nod that they can help. Otherwise will just confuse the doctors and patients. This is a future mission and the way mankind should work on. Please do not rely on AI asContinue reading “Doctor with a Robot by his side! The Future.”
Information Retrieval with tf-idf #climate_data
Here in this short article, we analyze Information Retrieval of documents using tf-idf technique. Though this technique is not that popular, but it for sure in parts is backbone of many algorithms. Now, with deep learning this technique has been sidelined, but, none the less, it is the key session of Information Retrieval research. TheContinue reading “Information Retrieval with tf-idf #climate_data”
Sentiment Analysis of Climate Text Data – Lesson 4
In this article, we shall see how climate text data collected and computed for analysis in previous articles can be analyzed for sentiment analysis. The toolkit used today for text sentiment analysis is TextBlob. There are several other ways to compute sentiments. But the steps shall be the same though the libraries can change. Lets usContinue reading “Sentiment Analysis of Climate Text Data – Lesson 4”
Climate Data- NLP-based Textual Analysis- Part 2
The dataset taken had 66 files and with total number of words being 97099. We know this dataset is small, given the topic is so important, but with our resources and web crawling of important websites, this much was collected. This can be taken as a nice sample over the big data available on web.Continue reading “Climate Data- NLP-based Textual Analysis- Part 2”
User Specific Word Vectors-Customized on Climate Data
Here in this article, two ways are presented to self-train word vectors. This is highly useful if you do not wish to use word vectors trained on Wikipedia or twitter or so datasets. You can load your data file and make your own model, this model can be saved for future work. This has theContinue reading “User Specific Word Vectors-Customized on Climate Data”
Word2vec and the distance between words based on it
This is a short article to show how the distance between words can be computed using word2vec. I often follow deep theoretical and large practical articles with small articles covering basics. Even basics are important and hence here today is a small article on how to compute the distance between words with help of word2vec.Continue reading “Word2vec and the distance between words based on it”
Predicting Preferred Working Hours with RNN GRU
In this article, we propose to predict the preferred working hours by individuals based on the present inputs provided. Why this is required? As the work is preset and work goals are made based on resource predictions. Employees are resources of an organization and if we accumulate current phenomena with time we can predict wellContinue reading “Predicting Preferred Working Hours with RNN GRU”
Artificial Intelligence, Computer Science & Mathematics 