Google Summer Of Code 2024 short disclaimer :- GSOC is not about competition it is about collaboration . GOOGLE SAYS . What is Google summer of code ? - Google summer of code is a global , online program focused on bringing new contributors into open source software developments . Gsoc contributor work with an open source organization on a 12+ week programming project under the guidance of mentors . GSOC STIPEND FOR PROJECTS . It pays $1500 us dollar for small projects and $3000 us dollar for large projects which amount is more than 2.4 lakh rupees . WHY YOU SHOULD TO WORK IN GSOC ? . Not for the stipend but for the experience because stipend is temporary but experience is permanent . TO UNDERSTAND GSOC'S TIMELINE FOR SHORTLISTING . STEP 1 :- Organizations announced ( Late Feb ) . STEP 2 :- Students discuss ideas ( Feb - mar ) , submit proposal ( Late Mar - early Apr ) . STEP 3 :- Contributor announced ( Early May ) IF YOU WANT TO
Machine learning algorithms are essential for deriving knowledge from data and generating predictions. There are a number of widely used machine learning algorithms in Python that offer solid tools for addressing a variety of issues. These algorithms are made to extract patterns and correlations from data, allowing computers to reason and forecast the future. This post will examine five well-known machine-learning algorithms used in Python. 1. Naive Bayes - The classification approach used by this algorithm, which is based on the Bayes theorem, works by assuming that characteristics belonging to the same class are unaffected by features belonging to other types. Even though the elements are interdependent, the algorithm takes that they are unrelated. This approach provides a model that performs admirably with enormous datasets. 2. Random Forest - It essentially exemplifies an ensemble learning approach for classification, regression, and other issues that works by assembling a varie
Artificial intelligence (AI) is the intelligence of machines or software, as opposed to the intelligence of human beings or animals. AI applications include advanced web search engines (e.g., Google Search), recommendation systems (used by YouTube, Amazon, and Netflix), understanding human speech (such as Siri and Alexa), self-driving cars (e.g., Waymo), generative or creative tools ( ChatGPT and AI art), and competing at the highest level in strategic games (such as chess and Go). Artificial intelligence was founded as an academic discipline in 1956. The field went through multiple cycles of optimism followed by disappointment and loss of funding . In the first decade of the 21st century , highly mathematical and statistical machine learning proved highly successful, helping to solve many challenging problems throughout industry and academia. After 2012 , deep learning surpassed all previous AI techniques on industry benchmarks, leading to a vast increase in funding and intere
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