Automatic Document Summarization

$30-250 SGD

Closed

Posted

over 6 years ago

$30-250 SGD

Paid on delivery

I am new to Python with no prior knowledge to programming that is required for this project. To use Python IDE Pycharm or PyDev to do document summarization of 10 sets of self-extracted documents from the web. The program structures are as follow: a) Acquiring the the 10 sets of documents > Data cleaning > Representation Learning (Bag-of-Words & Tf-idf) > Reduce Matrix (Latent Semantic Analysis) b) Acquiring the the 10 sets of documents > Data cleaning > Representation Learning (Bag-of-Words & Tf-idf) > Reduce Matrix (Latent Semantic Analysis) > Clustering (K-means) See attached picture for illustration.

Python

Project ID: 15392461

About the project

5 proposals

Remote project

Active 6 yrs ago

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5 freelancers are bidding on average $133 SGD for this job

@liangjongai

< Hi, sir I have a detail look to your project, I have a great skill in python. I'm sure I can complete your project. My price and period is negotiable. We can discuss the details via chat. Thanks.>

$155 SGD in 1 day

5.0

(17 reviews)

4.7

@gallimard

I have already Done that before, if u want me to show u some of my previous projects. .

$88 SGD in 1 day

5.0

(1 review)

4.4

@jirihroza

My recent project was about clustering of documents using k-means using scikit python library so I am ready to apply it directly to your needs. Relevant Skills and Experience Machine learning, clustering, bag-of-words, python programming, pycharm editor, jupyter notebook for easy visualization. Proposed Milestones $60 SGD - Initial setup, data analysis, basic data pipeline with LSA & clustering on small data sample. $51 SGD - Aplication to the whole dataset. Additional Services Offered $1 SGD - Instead of tf-idf and bag-of-words we can use FastText semantic embedding vectors.

$111 SGD in 3 days