Essays about: "pandas"

Showing result 1 - 5 of 14 essays containing the word pandas.

  1. 1. Extraction of Global Features for enhancing Machine Learning Performance

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Abyel Tesfay; [2023]
    Keywords : Machine Learning; Deep Learning; Feature Extraction; Global Features; Time-series data; Bioprocessing; Maskininlärning; Djupinlärning; Funktionsextraktion; Globala Funktioner; Tidsserie data; Biobearbetning;

    Abstract : Data Science plays an essential role in many organizations and industries to become data-driven in their decision-making and workflow, as models can provide relevant input in areas such as social media, the stock market, and manufacturing industries. To train models of quality, data preparation methods such as feature extraction are used to extract relevant features. READ MORE

  3. 2. Analyzing user feedback written inmultiple languages and automatically identifyingrequirements from that feedback

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Bhargav Sakamuri; Rithika Vardhan; [2023]
    Keywords : Multi-lingual; NLP; Requirements; Automation; Tweets;

    Abstract : Background. Requirements gathering is the most important and often an errorprone task in the software development cycle. There is no perfect procedure to getthe requirements for the developing product. Every organization employs its way ofextracting requirements, and the most common way is to extract requirements fromuser stories. READ MORE

  4. 3. A Comparative Study on Efficiency and Scalability of Integer and String Datasets in cuDF and pandas

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Anton Schulz; Emil Sjölander; [2023]
    Keywords : ;

    Abstract : This thesis presents a comparative analysis of cuDF and pandas, two Python data processing libraries, with a focus on performance, limitations, and scalability when handling integer and string datasets. The study aims to assess the efficiency and suitability of cuDF as a potential alternative to pandas in scenarios where high-performance data processing is required. READ MORE

  5. 4. Besökarpåverkan och hägnutnyttjande hos röd panda (Ailurus fulgens) på Nordens Ark

    University essay from SLU/Dept. of Animal Environment and Health

    Author : Tove Brohede; [2022]
    Keywords : Röd panda; Ailurus fulgens; besökarpåverkan; hägnutnyttjande; välfärd; djurpark;

    Abstract : Visitors at zoos have an effect on zoo animals' behaviour and enclosure utilisation. This is something that most studies agree on, but whether that effect is positive or negative is disputed and seems to depend on many different elements ranging from species to habitat to routines at the zoo. READ MORE

  6. 5. Developing complementary supercritical fluid chromatographic methods for a high throughput purification process

    University essay from Karlstads universitet

    Author : Alma Söderström; [2022]
    Keywords : Supercritical Fluid Chromatography; Pharmaceutical Industry; Column screening; Green chemistry; Superkritisk vätskekromotografi; Läkemedelsindustri; Kolonn set; Grön kemi;

    Abstract : Supercritical fluid chromatography (SFC) is an expanding chromatographic technique that is part of the evolving field of green chemistry due to its short run times and use of non-toxic solvents in combination with recycled CO2. The use of a suitable column is essential for separation science in general and there is a wide variety of SFC compatible columns available on the market. READ MORE