Functional Programming with B trees Computer Science

---

• Functional Programming with B trees
• Recommend me a good data mining foundation course from udemy,skillshare,coursera or any other sites.
• How do patterns in data depend on the level of resolution? How does that relates with earth's surface analogy?

Functional Programming with B trees Posted: 20 May 2021 12:54 AM PDT I have written a small paper which describes the implementation of B trees in functional languages. The specific language used is ocaml. B trees have some advantages over AVL trees or redblack trees: better cache performance: If the btree segments have a size e.g. of 32, then a segment with key value pairs and children fits into a cache line of modern processors. Inserting and removing from functional arrays is very fast, if the array fits into a cache line. better data locality: Since arrays are used, all data within the array can be accessed locally very fast (as long as the array fit into a cache line, see previous point). submitted by /u/hbrandl [link] [comments]

Recommend me a good data mining foundation course from udemy,skillshare,coursera or any other sites. Posted: 20 May 2021 01:19 AM PDT Based on this syllabus? Introduction (2 hours) Data Mining Origin Data Mining & Data Warehousing basics Data Pre-Processing (6 hours ) Data Types and Attributes Data Pre-processing OLAP & Multidimensional Data Analysis Various Similarity Measures Classification (12 hours) Basics and Algorithms Decision Tree Classifier Rule Based Classifier Nearest Neighbor Classifier Bayesian Classifier Artificial Neural Network Classifier Issues : Overfitting, Validation, Model Comparison Association Analysis (10 hours) Basics and Algorithms Frequent Itemset Pattern & Apriori Principle FP-Growth, FP-Tree Handling Categorical Attributes Sequential, Subgraph, and Infrequent Patterns Cluster Analysis (9 hours) Basics and Algorithms K-means Clustering Hierarchical Clustering DBSCAN Clustering Issues : Evaluation, Scalability, Comparison Anomaly / Fraud Detection (3 hours) Advanced Applications (3 hours) Mining Object and Multimedia Web-mining Time-series data mining submitted by /u/90375 [link] [comments]

How do patterns in data depend on the level of resolution? How does that relates with earth's surface analogy? Posted: 19 May 2021 09:23 AM PDT submitted by /u/90375 [link] [comments]

You are subscribed to email updates from Computer Science: Theory and Application. To stop receiving these emails, you may unsubscribe now.	Email delivery powered by Google
Google, 1600 Amphitheatre Parkway, Mountain View, CA 94043, United States