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Need a video tutorial showing in steps email classification process using ML learning in R language

$750-1500 USD

Cancelled
Posted over 4 years ago

$750-1500 USD

Paid on delivery
The video tutorial needed must show in detailed steps how the process of email classification using machine learning in R language can be implemented. The project is a POC about classifying emails extracted from outlook based on their content and labels (categories). The main goal of the project is to automate the process of email classification in a general mail center (hub), where hundreds of inquiries and questions from audience are received on daily basis. currently, emails are classified into categories manually which is costing effort and time and hence, assigned to a subfolder in the inbox based on its content; so that the specialized department/section can review it and take action based on it. A sample of the dataset will be provided (3-5 emails only) since it is not an open source data, just to give an idea about the nature of the dataset which needs some cleansing and structuring. The dataset contains emails in both english and arabic language, and the labels are also available. Looking for a data scientist/programmer who is familiar with R and can create a video tutorial showing the following steps: 1) preprocessing and cleansing of the dataset since it is not structured, in R. 2) Statistical characteristics of the dataset in R. 3) Visualization graphs of the dataset in R. 4) Word cloud of frequent words within the dataset in R. 5) Applying classification algorithms and measuring the performance of each algorithm in R (decision trees, k-nearest neighbors, naive babes..etc) 6) Training and testing the solution model in R using the dataset.
Project ID: 21870340

About the project

20 proposals
Remote project
Active 5 yrs ago

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20 freelancers are bidding on average $1,121 USD for this job
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Hi, We are a team of data scientists specializing in the R programming language. We can build you a system that classifies your emails. The system will first gather the emails, clean the text and standardize the formats to plain text removing any tags, codes, etc, then remove common words to leave words that can be used to classify the mails. Next we analyze and visualize the texts to get a feel of the dataset including determining distributions, word prevalence using word clouds, etc. At this point we determine which models we want to build and start to prepare the data for the different models such as feature engineering and feature selection. We then proceed to create the models and evaluate them determining which work best in classifying the email. Finally, we decide whether to use the best model or an ensemble of the best models and determine how the model will be maintained e.g. by using a feedback loop maybe by having a manual sampling and reporting of misclassified mails sent back to the system for retraining. All this will be clearly explained in the video(s) with actual code and diagrams to explain the flow of processes and data.
$1,125 USD in 7 days
4.8 (28 reviews)
6.5
6.5
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I am a professional ML/NLP Engineer in an IT company with 5+ years of Python & R, Machine learning and Natural Language processing, have experience working with many challenging problems and also with different tools and libraries like Scikit-learn, keras with backend tensorflow, and word2vec, fasttext, textacy etc, and Deep learning models like LSTM, RNN, GRU, CNN and web frameworks i have been working with are Flask, Django and Cherrypy in python let me know if you are interested
$1,125 USD in 7 days
4.8 (47 reviews)
6.3
6.3
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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. Now I am Phd Candidate at University of Qubec, Canda. I have more than 3 years of experience in R/Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras. I have experience with tensorflow,Keras,Pytorch and a lot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Feel free to discuss any details. Regards
$1,125 USD in 15 days
4.9 (48 reviews)
5.8
5.8
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Hello I can achieve this project perfectly using R I master R programming , statictis data mining , regression , time series , decision trees , clustring and classification using kmeans , knn ,random forest, text mining, please contact me for more details about the project best regards
$1,500 USD in 7 days
4.9 (51 reviews)
5.8
5.8
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I am a data scientist and have experience in machine learning and statistical analysis of data using R and Python. I also have hands on experience in Big Data Technologies like Spark and Hadoop. Scalable solutions can be built for your use case using cloud services like Azure and AWS in combination Spark Streaming which can help us achieve creating a streaming low latency API for the incoming data source, where in when combined with machine learning frameworks using R or Python you will be able to generate the Analytics via reporting tools like Tableau and Power BI in scheduled intervals to understand traffic of emails and it’s content. Hope we can connect more on this and discuss in detail. Thanks.
$900 USD in 5 days
4.9 (43 reviews)
5.6
5.6
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................................I have already done this project and ready to show you now...................................... HI, I am Data Scientist and have good experience in python and R programming. My area of interest is analyzing datasets and apply ML/deep learning algorithm. Beside that I am Research Assistant in Comsats University, Islamabad, Pakistan and have good experience in writing research Articles and report writing. I have already published five articles. My area of interest is Data science and AI(ML) research publications. I can intern your tasks. Kind Regards
$1,350 USD in 1 day
5.0 (23 reviews)
5.0
5.0
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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, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$1,500 USD in 7 days
4.3 (32 reviews)
5.6
5.6
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I am a big data professional with artificial intelligence expertise with certification in both. I have many years of experience in machine learning , deep learning, statistics, Big Data. i have been working on tools like r, python, google colab, tableau,kafka, Hadoop, spark,grafana, prometheus . I am aware about the current Industry trends in this field. I have worked with various European companies to document and illustrate set up procedures of various cloud-based big data and services applications.
$1,111 USD in 7 days
4.7 (3 reviews)
2.8
2.8
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Hello, Dear! I’ve read your job very carefully and understand what you want. I'm an excellent Deep Learning expert. I have developed many AI projects using Tensorflow,Torch and Caffe. I have enough experiences in medical image processing by CNN, R-CNN, Fast R-CNN. I have special power ability to Deep Stack and Reinforcemet Learning such like AlphaGo Zero,including Tactron-2...Speech Synthesis, experiences in YOLO, Image Detection,Dlib, OpenCV... I'm developping in Image Fast Detection and Segmentation on Rasphberry PI 3. I have enough experiences to recognize car plate number with Rasphberry, using dlib and opencv, tensorflow. Any of your requirements are welcome. I can start your project immediately. I can provide full-time communication and work your time-zone. If you give me a chance to serve you, I will provide a high quality product within the deadline. Best Regards
$750 USD in 7 days
4.9 (3 reviews)
2.4
2.4
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Hello there, How are you doing?. I have read the description, I have great experience doing similar jobs related to these skills Explainer Videos, Machine Learning (ML), R Programming Language, Video Production. Right now I am placing a place holder bid, We will decide the price and time after discussion. Please start the chat so we can have detailed discussion. Thanks.
$1,250 USD in 5 days
0.0 (0 reviews)
0.0
0.0
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I have worked on R for few months but I do have extensive knowledge on machine learning algorithms. And, I also love teaching. So, I feel that I am capable of completing work within given time frame
$750 USD in 6 days
0.0 (0 reviews)
0.0
0.0

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Flag of UNITED ARAB EMIRATES
Dubai, United Arab Emirates
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Member since Jun 28, 2019

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