Udemy - Machine Learning On Google Cloud - Sequence And Text Models Torrent Download

Description

[ FreeCourseWeb.com ] Machine Learning On Google Cloud: Sequence And Text Models

If You Need More Stuff, kindly Visit and Support Us -->> https://FreeCourseWeb.com

Published 10/2023

MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz

Language: English | Size: 1.65 GB | Duration: 3h 29m

Advanced Machine Learning on Google Cloud: Sequence Models & NLP (Natural Language Processing) on Google Cloud

What you'll learn

Introduction to getting started with Google Cloud Platform (GCP)

Reading in and processing text data within GCP

Implement common natural language processing (NLP) techniques such as entity analysis and keyword detection on text data

Carry out text classification using deep leaning models

Getting started with OpenAI for Large Language Model (LLM) based text analysis

Requirements

Should have prior experience of Python data science

Prior experience of statistical and machine learning techniques will be beneficial

Should have an interest in extracting insights from text analysis

Should have an interest in applying machine learning models on text data

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

Get More Tutorials and Support Us -->> https://CourseWikia.com

We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...

File list

Udemy - Machine Learning On Google Cloud - Sequence And Text Models
~Get Your Files Here !/1 - Introduction To the Course/1 - Welcome To the Course.mp4 25.6 MB
~Get Your Files Here !/1 - Introduction To the Course/2 - Data and Code.html 296 B
~Get Your Files Here !/1 - Introduction To the Course/3 - Python Installation.mp4 42.6 MB
~Get Your Files Here !/1 - Introduction To the Course/4 - Installing Packages In Google Colab.mp4 28.6 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/10 - GCP Buckets.mp4 31.1 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/11 - Virtually Speaking Virtual Machines VMs.mp4 41.9 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/12 - Nuts and Bolts of Google Big Query.mp4 37.6 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/5 - Where to Start.mp4 25 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/6 - Lets Look at the GCP Interface And Accessing the Free Trial.mp4 17.1 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/7 - Permissions and Access.mp4 16.5 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/8 - Some Components of GCP Machine Learning.mp4 17.7 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/9 - GCP and Machine Learning APIs.mp4 17.7 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/13 - Working With Jupyter Notebooks The Vertex Way.mp4 46.5 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/14 - Work With JupyterLab.mp4 20.8 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/15 - Quick Access.mp4 4 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/16 - PreInstall Tensorflow.mp4 14.9 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/17 - Access Data From Buckets To JupyetrLab.mp4 30.7 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/18 - Start With Google Colaboratory Environment.mp4 40.4 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/19 - Google Colabs and GPU.mp4 30.2 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/20 - Accessing A Single CSV From GCP Buckets Into Colab.mp4 37.8 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/21 - Multiple PDFs.mp4 31.6 MB
~Get Your Files Here !/4 - Set Up Your Text Modelling Environment/22 - Get Access To the OpenAI API.mp4 18.6 MB
~Get Your Files Here !/4 - Set Up Your Text Modelling Environment/23 - Sign Up For HuggingFace.mp4 22.9 MB
~Get Your Files Here !/4 - Set Up Your Text Modelling Environment/24 - Introduction to LangChain.mp4 36.7 MB
~Get Your Files Here !/5 - Text Data Ingestion and PreProcessing/25 - Read in a PDF.mp4 63.3 MB
~Get Your Files Here !/5 - Text Data Ingestion and PreProcessing/26 - Read in Multiple PDFs.mp4 54.9 MB
~Get Your Files Here !/5 - Text Data Ingestion and PreProcessing/27 - Basic Text Cleaning.mp4 55.1 MB
~Get Your Files Here !/5 - Text Data Ingestion and PreProcessing/28 - Text Cleaning With NLTK.mp4 36 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/29 - NLP.mp4 18.6 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/30 - Keyword Extraction.mp4 23.1 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/31 - TFIDF.mp4 22.9 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/32 - Document Similarity.mp4 46.4 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/33 - Text Similarity.mp4 45.3 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/34 - Text Similarity With Transformers.mp4 27.7 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/35 - Named Entity Recognition NER.mp4 64.4 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/36 - Named Entity Linking NEL.mp4 19.8 MB
~Get Your Files Here !/7 - Text Classification/37 - LSTM Theory.mp4 48.5 MB
~Get Your Files Here !/7 - Text Classification/38 - Preliminary Steps.mp4 59.8 MB
~Get Your Files Here !/7 - Text Classification/39 - Text Data Formatting.mp4 22.4 MB
~Get Your Files Here !/7 - Text Classification/40 - Of Encoding and Padding.mp4 13.2 MB
~Get Your Files Here !/7 - Text Classification/41 - Building the LSTM Model.mp4 75 MB
~Get Your Files Here !/7 - Text Classification/42 - Install DistiBERT.mp4 79.3 MB
~Get Your Files Here !/7 - Text Classification/43 - Build a Classification Model.mp4 63.4 MB
~Get Your Files Here !/8 - Miscellaneous Lectures/44 - Introduction to Numpy.mp4 29.9 MB
~Get Your Files Here !/8 - Miscellaneous Lectures/45 - What Is Pandas.mp4 74.9 MB
~Get Your Files Here !/8 - Miscellaneous Lectures/46 - Basic Data Cleaning With Pandas.mp4 34.4 MB
~Get Your Files Here !/8 - Miscellaneous Lectures/47 - Dictionary.mp4 72.9 MB
~Get Your Files Here !/Bonus Resources.txt 386 B