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[ FreeCourseWeb com ] Udemy - Machine Learning On Google Cloud - Sequence And Text Models
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Get Bonus Downloads Here.url (Size: 1.65 GB) (Files: 49)
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1 - Introduction To the Course
1 - Welcome To the Course.mp4
2 - Data and Code.html
3 - Python Installation.mp4
4 - Installing Packages In Google Colab.mp4
2 - An Overview of Google Cloud Platform GCP
10 - GCP Buckets.mp4
11 - Virtually Speaking Virtual Machines VMs.mp4
12 - Nuts and Bolts of Google Big Query.mp4
5 - Where to Start.mp4
6 - Lets Look at the GCP Interface And Accessing the Free Trial.mp4
7 - Permissions and Access.mp4
8 - Some Components of GCP Machine Learning.mp4
9 - GCP and Machine Learning APIs.mp4
3 - PythonJupyter Notebooks and GCP
13 - Working With Jupyter Notebooks The Vertex Way.mp4
14 - Work With JupyterLab.mp4
15 - Quick Access.mp4
16 - PreInstall Tensorflow.mp4
17 - Access Data From Buckets To JupyetrLab.mp4
18 - Start With Google Colaboratory Environment.mp4
19 - Google Colabs and GPU.mp4
20 - Accessing A Single CSV From GCP Buckets Into Colab.mp4
21 - Multiple PDFs.mp4
4 - Set Up Your Text Modelling Environment
22 - Get Access To the OpenAI API.mp4
23 - Sign Up For HuggingFace.mp4
24 - Introduction to LangChain.mp4
5 - Text Data Ingestion and PreProcessing
25 - Read in a PDF.mp4
26 - Read in Multiple PDFs.mp4
27 - Basic Text Cleaning.mp4
28 - Text Cleaning With NLTK.mp4
6 - Natural Language Processing NLP Analysis
29 - NLP.mp4
30 - Keyword Extraction.mp4
31 - TFIDF.mp4
32 - Document Similarity.mp4
33 - Text Similarity.mp4
34 - Text Similarity With Transformers.mp4
35 - Named Entity Recognition NER.mp4
36 - Named Entity Linking NEL.mp4
7 - Text Classification
37 - LSTM Theory.mp4
38 - Preliminary Steps.mp4
39 - Text Data Formatting.mp4
40 - Of Encoding and Padding.mp4
41 - Building the LSTM Model.mp4
42 - Install DistiBERT.mp4
43 - Build a Classification Model.mp4
8 - Miscellaneous Lectures
44 - Introduction to Numpy.mp4
45 - What Is Pandas.mp4
46 - Basic Data Cleaning With Pandas.mp4
47 - Dictionary.mp4
Bonus Resources.txt
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