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email spam/ham

$250-750 CAD

Closed
Posted about 5 years ago

$250-750 CAD

Paid on delivery
The goal of this project is to use the machine learning skills and algorithms to build a model which will help predict if the incoming email is spam or ham. The idea is to create some tool which can be used as webservice over the internet which can take an email as input and filters it as spam or ham as well as show the amount of accuracy on the prediction. Also, using of different algorithms to test their accuracy and prediction score using classification matrix which can tell which algorithm gives better score. Algorithms can be of type: 1. Neural network 2. SVM 3. Random Forest 4. Others which can work well on this dataset. For the above mentioned goal, we will be following below mentioned steps to fulfill each of the goals: 1. Exploring the Enron Dataset This involves data cleaning, outlier removal and analyzing. 2. Feature processing of the Enron dataset It includes feature creation, feature scaling, feature selection and feature transform. 3. Choosing the algorithm As the dataset given has labelled data and output expected is also discrete so supervised learning techniques are used in this project. The supervised learning algorithms are tuned to achieve the best performance on the test dataset. I will be implementing Naïve Bayes, SVM, Decision Tree, Random Forest and compare them with Neural network , Deep Learning. 4. Evaluation This step involves validation followed by overall performance check of the project done using evaluation metrics such as confusion metrics, ROC curve mentioning precision, recall and f1_score.
Project ID: 18436546

About the project

24 proposals
Remote project
Active 5 yrs ago

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24 freelancers are bidding on average $501 CAD for this job
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Experienced data scientist who has worked on projects ranging from recommending engines to computer vision applications. Well versed with all kinds of linear, decision tree based and neural network based architectures. Have read the detailed description provided and feel that can complete the project within next 10 days. Looking forward to hearing back from you !
$450 CAD in 10 days
5.0 (83 reviews)
7.8
7.8
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Hi, I am interested in your project. I am Python and Machine Learning specialist, certified by Freelancer. I fully understand your requirements and I am sure I can help you. Send me your dataset and let's discuss details by chat. Thank you.
$500 CAD in 3 days
5.0 (68 reviews)
6.5
6.5
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Hello, Greetings of the day.!! Successfully delivered more than 50 AI/ML projects(R and Python) in last 5 Months with best rating and reviews. Your project attracted my attention at first glance, because I've really rich experience in Machine Learning with R (R studio) and Python Programming. I have worked on several similar projects before! I'm really confident about your project, and very eager to join your project.   If we get a chance to cooperate, I'll do my best to provide wonderful result. Some of the Projects I have worked upon - 1) Email spam Classification using _Python_ 2) Story point prediction analyzing research pdf papers _ Regression model NLP 3) Face recognition using OpenCV / Python 4) Neural Network for stock price prediction using Python 5) Employee Churn prediction Model using _Python_(2 Projects) 6) R programming real time assignment _R_ 7) Twitter Sentiment Analysis using Python _R_ 8) Youtube video Nostalgic Analysis _Python_Tensorflow 9) Python Online Hackathon _Python_ 10) MSC thesis Project on Heart disease prediction using Sklearn and Keras _Python_ 11) Build a XGBoost model to increase the accuracy of a ML model _Python_ 12) Credit card fraud Detection _Python_ 13) Predict the categories to review using R and Python 14) Electricity Load forecasting using Deep Learning models using _Python(Keras)_Tensorflow You can check my all projects and detailed portfolio on my profile || Link -  https://www.freelancer.com/u/invincible1428 Ping me for more details. Lets Discuss....! Thanks, Abhyudaya D
$500 CAD in 2 days
4.8 (66 reviews)
6.0
6.0
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Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards
$250 CAD in 10 days
4.9 (56 reviews)
5.9
5.9
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I have understood the project and can deliver it efficiently. Relevant Skills and Experience Lead Data Scientist with more than 100 top-notch data science projects under my belt. I have worked for some top companies in the last 5 years and have delivered impactful solutions.
$699 CAD in 10 days
5.0 (6 reviews)
4.7
4.7
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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 companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU and EXCEL tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$750 CAD in 10 days
4.3 (23 reviews)
5.6
5.6
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do kindly share across the data and the requirements, also reach out to me over the chat soon so that we can discuss this further
$444 CAD in 25 days
4.5 (32 reviews)
4.6
4.6
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Dear Sir, It will be a privilege to perform this task for you. I have such a great experience in this field, Academic and Practical. As well as I am teaching ML to students online and in lectures. I have Ph.D. in Computer and Information Sciences and my focus is in ML tools and applications. I have the following certificates in ML: 1- Python for Data Science and Machine Learning Bootcamp (Udemy, 2018) 2- Data Science and Machine Learning Bootcamp with R (Udemy, 2018) 3- Machine learning (Stanford University, Coursera, 2017) 4- Data analysis track (Udacity, 2018) The following are some of my work based on ML: 1- Forecast remaining useful life for turbofan engines (online and offline). 2- Forecast Eurythermal ultraviolet solar radiation in the four seasons over the KSA. 3- Speech recognition SW for disabled people to control computer and write texts. The last project I did on Freelancer using Python and PySpark: I did a project that uses K-means and Kernel Kmeans for big data clustering. I did serial and distributed implementation of the algorithm using Python, Pandas, Numpy, Matplotlib, Seaborn, and Sklearn. I used Pyspark and AWS for distributed implementation. Confusion matrix and Classification reports are performed as well (data was labeled). I wish to hear from you soon and discuss the project in more details. Regards, Hatem Elattar.
$777 CAD in 20 days
5.0 (1 review)
3.9
3.9
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Hi, I am Jhony, I have experience doing machine learning, through Kaggle Competitions and Professional experience in consulting. The Industries I have experience on are Hospitality (Travel), Retail, Banking and Real State. I have done many machine learning projects that involves Regression, Classification and Neural Networks(CNN, RNN and DL) solving many real life problems by identifying and generating more revenue to my clients and/or optimizing budget . Thank you and hope we can work together :)
$250 CAD in 10 days
5.0 (2 reviews)
4.0
4.0
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Hi, I would like to do this interesting project for you. I am a machine learning and nlp expert, working on various projects. I have also done email classification before. I would utilize my past experience and provide you the best service. Thanks. Arsalan
$277 CAD in 10 days
5.0 (4 reviews)
2.7
2.7
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I have worked on spam or ham model for emails in kaggle. I have the right skills and experience to complete the project in time.
$555 CAD in 10 days
0.0 (0 reviews)
2.0
2.0
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1. 5 +years of experience in Software development and Machine Learning 2. 2+years of experience of management consulting 3. Solution will be provided with inbuilt comments and supported documents and references as an explanation 4. Will give technical support even after delivery of the project
$250 CAD in 10 days
0.0 (0 reviews)
0.0
0.0
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Hi, This seems pretty simple actually and would be happy to do this for you. I have many years of machine learning and deep learning experience, commercially. Thanks.
$722 CAD in 10 days
0.0 (0 reviews)
0.0
0.0
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I have done a similar project previous semester. I was able to achieve more than 90% accuracy using the "Neural Network", while close to 70% accuracy can be obtained simply by using the "Naive Bayes classifier". While I have experience with Random forest and SVM as I have done projects on both. I have coded all the things from basic which has significantly helped me improve my understanding. I have not used these two on the required problem statement but I assure you I will be able to complete the task successfully. I have done the data cleaning, removing outliers, creating features. The use of bigrams and trigrams was effective to improve the accuracy. I also have worked on deep neural networks and can try to use it here if required.
$444 CAD in 10 days
0.0 (0 reviews)
0.0
0.0
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Ham is all you need :) Hi , I’m an data scientist with 5 years of experience. I have worked ( and still working) on many machine learning projects. I’m full time data scientist employee at a big bank here in Canada. I enjoy working on machine learning projects and I’m sure that you’ll be glad with the work that I’ll will do for yours. Looking forward to hearing form you. Cheers!
$555 CAD in 15 days
0.0 (0 reviews)
0.0
0.0
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Hello. I have read your description carefully. I have an experience in the spam-mail detection. So I am very interested in your project. I can do your job perfectly. Hope to hear from you soon. Thanks...
$1,000 CAD in 10 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of CANADA
Burnaby, Canada
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0
Member since Dec 30, 2018

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