Box office for teaching —
histogram, distplot (kde ,nplog1p) , scatterplot,subplot, new column =0 based on null, catplot,value_counts(),box plot, heatmap with mask,wordcloud
Cancer diagnosis notebook -columns, countplot, violin plot, box plot, unique(),joinplot,swarnplot,heatmap
Definition from Wikipedia
Optical character recognition or optical character reader (OCR) is the electronic or mechanical conversion of images of typed, handwritten or printed text into machine-encoded text, whether from a scanned document, a photo of a document, a scene-photo (for example the text on signs and billboards in a…
An AI-based software that helps the customers quick and faster response by mimicking a human's behavior.
1st Generation — Traditional Bot
Extracting specific text like Timestamp from logs generated like in java Log4j framework.
Basic validations on input fields in websites for client-side validations like valid email id formats, password requirements, etc.
Filtering invalid phone Numbers in Pandas DataFrame to remove incorrect phone numbers provided based on Country code, digits, etc.
Classification is the process of grouping things according to similar features they share.
Types of Classification Algorithms
1. Logistic Regression
2. Decision Tree
3. Random Forest
4. K Nearest Neighbour
5. Naive byes
is used when the dependent variable(target) is categorical.
More details in…
Regression is a technique that displays the relationship between variable y based on values of x
ex: y- Inches of rain varies according to x- New Cars sold
Linear Regression —…
Creating an algorithm that a computer then uses to find a model that fits the data as best as possible. And makes a very accurate prediction based on that
ML is different from traditional statistical methods because we do not give Instruction to find a Model, rather give the algorithm…
Ex: Kmeans clustering, Its easier to understand the cluster labeling done by an algorithm of data.Not possible to label clusters just by checking raw data.