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

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Udemy - Machine Learning On Google Cloud - Sequence And Text ModelsUdemy - Machine Learning On Google Cloud - Sequence And Text Models

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Udemy - Machine Learning On Google Cloud - Sequence And Text Models.torrent
CATEGORY
Other
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8167003bf87403bcc97cc699fa9e3f06ba8d3a42
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1.6 GB in 48 files
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Uploaded on 30-10-2023 by our crawler pet called "Spidey".
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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



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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...



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Files in this torrent

FILENAMESIZE
~Get Your Files Here !/1 - Introduction To the Course/1 - Welcome To the Course.mp425.6 MB
~Get Your Files Here !/1 - Introduction To the Course/2 - Data and Code.html296 B
~Get Your Files Here !/1 - Introduction To the Course/3 - Python Installation.mp442.6 MB
~Get Your Files Here !/1 - Introduction To the Course/4 - Installing Packages In Google Colab.mp428.6 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/10 - GCP Buckets.mp431.1 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/11 - Virtually Speaking Virtual Machines VMs.mp441.9 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/12 - Nuts and Bolts of Google Big Query.mp437.6 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/5 - Where to Start.mp425 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.mp417.1 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/7 - Permissions and Access.mp416.5 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/8 - Some Components of GCP Machine Learning.mp417.7 MB
~Get Your Files Here !/2 - An Overview of Google Cloud Platform GCP/9 - GCP and Machine Learning APIs.mp417.7 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/13 - Working With Jupyter Notebooks The Vertex Way.mp446.5 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/14 - Work With JupyterLab.mp420.8 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/15 - Quick Access.mp44 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/16 - PreInstall Tensorflow.mp414.9 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/17 - Access Data From Buckets To JupyetrLab.mp430.7 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/18 - Start With Google Colaboratory Environment.mp440.4 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/19 - Google Colabs and GPU.mp430.2 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/20 - Accessing A Single CSV From GCP Buckets Into Colab.mp437.8 MB
~Get Your Files Here !/3 - PythonJupyter Notebooks and GCP/21 - Multiple PDFs.mp431.6 MB
~Get Your Files Here !/4 - Set Up Your Text Modelling Environment/22 - Get Access To the OpenAI API.mp418.6 MB
~Get Your Files Here !/4 - Set Up Your Text Modelling Environment/23 - Sign Up For HuggingFace.mp422.9 MB
~Get Your Files Here !/4 - Set Up Your Text Modelling Environment/24 - Introduction to LangChain.mp436.7 MB
~Get Your Files Here !/5 - Text Data Ingestion and PreProcessing/25 - Read in a PDF.mp463.3 MB
~Get Your Files Here !/5 - Text Data Ingestion and PreProcessing/26 - Read in Multiple PDFs.mp454.9 MB
~Get Your Files Here !/5 - Text Data Ingestion and PreProcessing/27 - Basic Text Cleaning.mp455.1 MB
~Get Your Files Here !/5 - Text Data Ingestion and PreProcessing/28 - Text Cleaning With NLTK.mp436 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/29 - NLP.mp418.6 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/30 - Keyword Extraction.mp423.1 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/31 - TFIDF.mp422.9 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/32 - Document Similarity.mp446.4 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/33 - Text Similarity.mp445.3 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/34 - Text Similarity With Transformers.mp427.7 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/35 - Named Entity Recognition NER.mp464.4 MB
~Get Your Files Here !/6 - Natural Language Processing NLP Analysis/36 - Named Entity Linking NEL.mp419.8 MB
~Get Your Files Here !/7 - Text Classification/37 - LSTM Theory.mp448.5 MB
~Get Your Files Here !/7 - Text Classification/38 - Preliminary Steps.mp459.8 MB
~Get Your Files Here !/7 - Text Classification/39 - Text Data Formatting.mp422.4 MB
~Get Your Files Here !/7 - Text Classification/40 - Of Encoding and Padding.mp413.2 MB
~Get Your Files Here !/7 - Text Classification/41 - Building the LSTM Model.mp475 MB
~Get Your Files Here !/7 - Text Classification/42 - Install DistiBERT.mp479.3 MB
~Get Your Files Here !/7 - Text Classification/43 - Build a Classification Model.mp463.4 MB
~Get Your Files Here !/8 - Miscellaneous Lectures/44 - Introduction to Numpy.mp429.9 MB
~Get Your Files Here !/8 - Miscellaneous Lectures/45 - What Is Pandas.mp474.9 MB
~Get Your Files Here !/8 - Miscellaneous Lectures/46 - Basic Data Cleaning With Pandas.mp434.4 MB
~Get Your Files Here !/8 - Miscellaneous Lectures/47 - Dictionary.mp472.9 MB
~Get Your Files Here !/Bonus Resources.txt386 B

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