In Progress

Fake News Detection Using Python and Machine Learning

This advanced python project of detecting fake news deals with fake and real news. Using sklearn, we build a TfidfVectorizer on our dataset. Then, we initialize a PassiveAggressive Classifier and fit the model. In the end, the accuracy score and the confusion matrix tell us how well our model fares. A king of yellow journalism, fake news is false information and hoaxes spread through social media and other online media to achieve a political agenda. In this data science project idea, we will use Python to build a model that can accurately detect whether a piece of news is real or fake. We’ll build a TfidfVectorizer and use a PassiveAggressiveClassifier to classify news into “Real” and “Fake”. We’ll be using a dataset of shape 7796×4 and execute everything in Jupyter Lab.

Language: Python

Dataset/Package: [login to view URL]

Skills: Python, Data Processing, Data Analysis, Machine Learning (ML)

See more: fake news detection using machine learning ppt, fake news detection app, fake news detection using machine learning code github, fake news detection using naive bayes classifier, fake news detection using deep learning, fake news detection using machine learning project report, fake news detection using machine learning pdf, fake news detection using nlp, machine learning fraud detection, python machine learning, machine learning using neural networks, machine learning using neural network neural networks, using svm results machine learning, data processing machine learning python, python machine learning library, freelance python machine learning, freelancer python machine learning, python, machine learning, Image processing python, Machine learning, Matlab, Python, Machine Learning

About the Employer:
( 0 reviews ) India

Project ID: #26857740

Awarded to:

amitdivekar30

Hello, I am having skills in Data Science, Python, R, Tablaeu, SQL and I have worked on various Data Science projects related to NLP, Predictive analysis Text Mining, Forecasting etc. I look forward to hearing from More

₹25000 INR in 7 days
(0 Reviews)
0.0

22 freelancers are bidding on average ₹21250 for this job

(92 Reviews)
7.1
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp More

₹35000 INR in 7 days
(101 Reviews)
7.0
Himerr0kovoi

* Data Science and Machine Learning Expert * Hello, I am a very experienced statistician, data scientist and machine learning developer. I have completed several PhD level thesis projects involving advanced statistical More

₹37500 INR in 7 days
(13 Reviews)
5.9
HamzaBashirr

I can help you. I have 2 years in machine learning and natural language processing and I have done similar projects in past. Inbox me

₹12500 INR in 3 days
(52 Reviews)
5.1
anchalsingh0005

Hello, ‌Hope you doing well.I have checked all your requirements and we able to do this and deliver in time.I have 5 years of experience in these types of work. So, I believe we can do that work with your support. ‌Reg More

₹20000 INR in 10 days
(31 Reviews)
5.2
nrajuu07

Hey! I can help you with this work I am having more than three years of experience in Machine Learning, Deep Learning, Natural Language Processing, and Computer Vision Applications. I can do this work as your requireme More

₹12500 INR in 7 days
(14 Reviews)
4.6
deepme987

Hello, I've done a similar project using NaiveBayes and scrapped data from reddit (/r/Onion and /r/NotOnion). I'll need to replace the dataset and replace MultinominalNB with PassiveAggressiveClassifier. I also have a More

₹25000 INR in 3 days
(5 Reviews)
4.1
Sam0072

hello sir , I am a machine learning engineer having 5+ years of experience . I have done many projects on image classification either in agriculture sector or in medical sectors. I have used many framework for object More

₹12500 INR in 5 days
(15 Reviews)
3.7
AkshayTondak96

I am certified in Machine learning on python and R. I had completed many projects on data science . I have a detailed knowledge of scikit learn. if you chose me for this project , i ensure you high accuracy of model. More

₹25000 INR in 5 days
(1 Review)
2.7
ledphong

Hi, there I read your project description and I'm really interested in your project, because I've good knowledge and practical experience in these fields. If we have a chance to cooperate, I'll do my best to provide wo More

₹25000 INR in 7 days
(2 Reviews)
2.0
SnehaW90

I am a certified Data Scientist with python experience. I would like to work on this interesting project.

₹12500 INR in 7 days
(0 Reviews)
0.0
neelamdarbar

Good Day! Having great experience in excel, I have generated results and would like to work for you

₹25000 INR in 7 days
(0 Reviews)
0.0
techpriest01

Hi, I am a data scientist with four years experience in the field. I am willing to help you with your project. Inbox me.

₹20000 INR in 7 days
(0 Reviews)
0.0
YasirAbbas345

Hey there. I have made a similar project before and i am will do this project for you with full satisfaction and at best prices. I have worked with several NLP projects like spam ham detection, Bogus comments detection More

₹15000 INR in 4 days
(0 Reviews)
0.0
mohammedeldor

Hello, I read your requirements and I am interested in your project especially that I worked on a similar one that had to do with sentimental analysis. I can offer a great work and a model that will run very efficient. More

₹20000 INR in 10 days
(0 Reviews)
0.0
Sudipp76

Hi, I can help you.I have good experience in NLP. My experties are: * Machine Learning, Deep Learning with Python. Deep Learning Techniques includes ANN,CNN, Advanced CNN and RNN with LSTM. * Skilled in libraries such More

₹12500 INR in 7 days
(0 Reviews)
0.0
AbhiAMandewali

Hi Sir, The Describe project suits my knowledge, I m currently working on safe project and i have solution.

₹12501 INR in 2 days
(0 Reviews)
0.0
Himanshu2312

We are a team of 3 data scientists with an experience of 7 years in data science industry. You can check out our DS education initiative at [login to view URL] for reference. Now, coming to the project in hand, the fake More

₹25000 INR in 7 days
(0 Reviews)
0.0
ramkorde

Experienced in NLP, Sentiment Analysis, ANNs, and Deep Learning. Proficient in Python. This problem can be approached in multiple ways. With more details, I should be able to finish the model in a week or so, with high More

₹30000 INR in 10 days
(0 Reviews)
0.0
vivek2022

i will try to ptovide the best accuracy to your dataset and moreover in a less span of time.i will try to provide you the model in a precise way

₹15000 INR in 3 days
(0 Reviews)
0.0