IT and Programming for PC Tutorials

IT and Programming for PC Tutorials → Getting Started with Natural Language Processing with Python

Published by: E-Learning79 on 26-09-2024, 05:16 | 0

Free Download Getting Started with Natural Language Processing with Python
Duration: 1h 43m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 207 MB
Genre: eLearning | Language: English
This course is all about taking raw text data and deriving insights and value from it--processing text data using standard techniques in Natural Language Processing and Machine Learning.
Text data is available in abundance on the Internet, whether it be reviews, tweets, surveys, web pages or emails. Natural language processing is a powerful skill that helps you derive immense value from that data. In this course, Getting Started with Natural Language Processing with Python, you'll first learn about using the Natural Language Toolkit to pre-process raw text. Next, you'll learn how to scrape websites for texting using BeautifulSoup, as well as how to auto-summarize text using machine learning. You'll wrap up the course by exploring how to classify text using machine learning. By the end of this course you'll be able to confidently process raw text data and apply machine learning algorithms to it.

IT and Programming for PC Tutorials → Enterprise Vision and Strategy Modeling (part 1)

Published by: E-Learning79 on 26-09-2024, 05:16 | 0

IT and Programming for PC Tutorials → Data Wrangling with Python 3

Published by: E-Learning79 on 26-09-2024, 05:16 | 0

Free Download Data Wrangling with Python 3
Duration: 1h 20m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 304 MB
Genre: eLearning | Language: English
In this course, Data Wrangling with Python 3, you'll learn about various functions and procedures that will help you get your data in order, providing a clean and well-constructed dataset for further data analysis and machine learning.
Machine Learning and Data analytics in general follows the garbage-in/garbage-out principle. If you want to learn from or predict based on your data, you need to make sure that data is well constructed and cleaned. This course, Data Wrangling with Python 3, is aimed at helping you do exactly that. First, you'll see how to merge data from different sources using the methods concat, append, and merge. Next, you'll discover how to combine data into groups. The primary function used here is groupby. In the next two sections, you'll explore how to transform and normalize data. You'll learn why these processes are necessary, and then proceed to see how they work in practice. Finally, you'll examine important processes such as One Hot Encoding, which enables further processing during data analysis. When you're finished with this course, you'll have thorough knowledge of data wrangling which will help you immensely during your data analysis and machine learning projects.

IT and Programming for PC Tutorials → DSPy – Develop a RAG app using DSPy, Weaviate, and FastAPI

Published by: E-Learning79 on 26-09-2024, 05:16 | 0

Free Download DSPy – Develop a RAG app using DSPy, Weaviate, and FastAPI
Published 9/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 51m | Size: 1.12 GB
Master Full-Stack RAG App Development with FastAPI, Weaviate, DSPy, and React