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Text Analysis - Machine Learning (ML) Artificial Intelligence (AI) Big Data Analytics

$5-50 USD / hour

Stengt
Lagt ut over 4 år siden

$5-50 USD / hour

I have a large existing dataset of ~70k job ads. I would like to work with a machine learning / ai / big data specialist to build a set of functions to make sense of these job ads. This could potentially involve: - Using machine learning to classify sections of the ad based on the content - e.g., description of the company, description of the role, required skills, years experience required, compensation, benefits, etc. - Understanding the important keywords to group similar jobs together - e.g., currently the keyword "finance" could show up in both a "financial analyst" job ad and a job ad for a "restaurant manager" (managing finances); or the word "server" could show up as both an "IT Server Architect/Developer" or a "Bar Server/Waiter". This could potentially use the other keywords in the ads to better cluster/group similar jobs together. - I have several many other ideas but these two would be good starting points. Significant ongoing work available to someone who delivers good results. Can be developed in any language/tool. Suggesting an open timeline and we discuss and progressively test possibilities.
Prosjekt-ID: 21742615

Om prosjektet

38 forslag
Eksternt prosjekt
Aktiv 4 år siden

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38 freelancers are bidding on average $31 USD/time for this job
Brukeravatar
I am a Data Scientist with 3+ years of experience in Data Analysis, Statistical Modelling, Machine Learning, Deep Learning, Computer Vision and Natural Language Processing. I have worked across various domains such as Banking, Insurance, Healthcare, Telecom, Business Development. Skills - Highly proficient in Python and R. -Building end-to-end pipelines for Modelling, Model selection and Prediction - Knowledge of a variety of Data Visualizations in Matplotlib, Plotly, Dash, Tableau, Shiny, Plotly, QlikSense. - Statistical Analysis o Regression (Linear, Logistic Regression, Multiple, GLM, Trees based Regression) o Classification (Naive Bayes, Support Vector Machine, Logistic regression, Decision trees, Ensembles - Random forests, GBM, Adaboost, XGBOOST, CATBOOST) o Clustering- K Means/ hierarchical/DBSCAN/Affinity/Agglomerative/Spectral) o Expert in Tensorflow/Theano/Keras/Pytorch Frameworks o Image Processing w openCV o Time Series Forecasting Database Management System- MySQL, MongoDB o Natural Language Processing I understand the project requirement and will deliver the desired product within the time specified. I am an individual contractor, not an agency, I can help you really quick, have been working with AI and Analytics Industries based across the world, primarily from the US, UK, and Europe. I have a preferred freelancer badge of Data Scientist on Freelancer.com, (Among top 3% percent). I would like to hear from you. Thanks Shivam
$28 USD om 40 dager
4,8 (102 omtaler)
7,1
7,1
Brukeravatar
Having more than 7 years of experience in machine learning, AI, and data science I believe that I am the best suitable person for your projects. I have successfully completed projects in computer vision, image processing, NLP, time series problems, and pattern recognition. Mostly I use Matlab for research purpose and then Python along with Flask for deployment. I use AWS as cloud for deployment but can also use other clouds like digital ocean etc. Regarding your project we can perform different NLP steps and then classification algorithms. I bid on projects about which I am sure to complete them 100%. You can check my reviews too. Looking forward to work with you. Regards, Sajid
$35 USD om 40 dager
5,0 (23 omtaler)
6,7
6,7
Brukeravatar
Hi, I am a data scientist working mainly with the R programming language. I have some experience working with natural language processing on job/candidate matching. I can help you navigate through the dataset while providing some insight into what might be possible in terms of building features on which to cluster as well as which techniques might be useful in achieving your goals. I also have machine learning and system administration skills which may come in handy should you want to take your project further.
$28 USD om 40 dager
4,9 (30 omtaler)
6,5
6,5
Brukeravatar
Hello I am very interessted to your project and I think I have several idea to add to achieve this project perfectly using R and Rshiny for future tool we can make sentiment analysis / and text mining to make a classification and clustring also we can use the dataset to see what kinds of picture , words , time of publish the ads affect the interaction please contact me for more details about the project best regards
$35 USD om 40 dager
5,0 (64 omtaler)
6,0
6,0
Brukeravatar
HI, I am Machine Learning Engineer and have good experience in python and R programming. My area of interest is NLP/Text Mining applications and apply ML/deep learning algorithm. I can intern your tasks. Kind Regards
$28 USD om 40 dager
5,0 (39 omtaler)
5,4
5,4
Brukeravatar
Greetings! Welcome to DEEP LEARNING, MACHINE LEARNING & ARTIFICIAL INTELLIGENCE Developer by using Python! I hope you are doing good. Well, regarding this project, I have extensive 8+ years of experience in DEEP LEARNING, MACHINE LEARNING & ARTIFICIAL INTELLIGENCE projects using Python. I will work in an efficient and correct way. Give me work, I will surely complete work within the required time. I have been working for the following field related projects: Classification Regression Clustering Dimensionality Reduction Prediction Recognition Time Series Forecasting Recommender Systems Sentiment Analysis NLP(Natural Language Processing) Big Data Visualisation Data Mining Data Analysis Data warehousing Data Modelling So on . . . As I did MSCS (18 years of education in computer science) and Ph.D. student, I can do your project in a smart way. As you can see my profile, I have been worked for different projects and got a response from employers by getting awesome feedback. I read the project requirements so I can do this project with 100% quality and within time. Thanks for your response!
$28 USD om 40 dager
4,8 (64 omtaler)
5,6
5,6
Brukeravatar
Hey, What you described above falls in the purview of Topic Modelling and clustering. I have implemented both on large chunks of text data based corpora. Can you share some sample data and desired output please and I would certainly be able to help you. Best Regards, Rishi
$45 USD om 40 dager
5,0 (19 omtaler)
5,5
5,5
Brukeravatar
Hello, I am a data scientist and R/Python programmer. I have read your description and quickly realized it is the second time I encounter this same problem. I have had a client come to me with the same problem, we had worked a little on it but he gave up on it for reasons unknown to me. Depending on how the data is structured, many approaches can be taken. In the previous case, the client was trying to come up with a system that hooks potential employees with the right employment ads, I do not know if your goal is similar, but I would imagine that is a good result to have. Otherwise, just grouping similar employment offers together then displaying them to specific groups would be good. Just like how job search engines work, only those use tags (like "Python", "Web design" and such). I am very interested in this project, and I do personally prefer ongoing projects which make a real impact or an idea of a good real world project. I invite you to contact me for further discussion, I will be looking forward to it. Thank you, Mohamed Y. Khalid
$50 USD om 40 dager
5,0 (16 omtaler)
4,9
4,9
Brukeravatar
Hi, I have worked on a few ML, big data analytics & NLP projects. Let me know if you want to discuss further. Regards, Monir
$50 USD om 20 dager
4,9 (18 omtaler)
5,1
5,1
Brukeravatar
Hi, I have an extended amount of knowledge in Data Science, especially in Data Mining and Text Analytics and I think I can help you with your project.
$40 USD om 20 dager
4,7 (11 omtaler)
4,3
4,3
Brukeravatar
Hello,    I'm data scientist with huge expertise and mathematician with a number of publications. Also I'm participant and problem writer of many algorithm competitions (Topcoder, ACM ICPC).    Feel free to contact me to discuss any details of the project. Looking forward to hearing from you!             
$28 USD om 40 dager
2,8 (13 omtaler)
6,3
6,3
Brukeravatar
Python/Machine Learning skilled professional with over 3 years of experience. Can help to develop and build a solution as needed. Thanks
$40 USD om 40 dager
5,0 (6 omtaler)
3,2
3,2
Brukeravatar
Hello there, I am a Machine Learning expert with more than 8 years of experience in the field working full-time. The problem in question has been solved by us in the past as well using Text Mining as the primary method. Your framework in the description aptly captures the starting points for the project, however we would certainly add a lot more to it after discussions on how the analysis needs to be consumed. We will most likely go with R or Python to execute this. My background in quantitative fields is solidified by my engineering education from Indian Institute of Technology, which has one of the toughest entrance exams in Asia, which was known as JEE and had a acceptance rate of below 1% that year. Our key value proposition on this platform is both our pedagogy and the professional approach that we bring to the table having worked for some of the best consulting firms in the past. Please reach out for a detailed discussion on the project. Best, Yash "If you torture the data long enough, it will confess"
$40 USD om 40 dager
5,0 (3 omtaler)
3,4
3,4
Brukeravatar
$20 USD om 40 dager
5,0 (3 omtaler)
3,2
3,2
Brukeravatar
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
$10 USD om 40 dager
4,9 (3 omtaler)
2,4
2,4
Brukeravatar
I checked your project: Text Analysis - Machine Learning (ML) Artificial Intelligence (AI) Big Data Analytics and I am totally sure that I am able to accomplish it ! I am very good at Artificial Intelligence, Data Mining, Data Processing, Machine Learning (ML), R Programming Language. Hi Jarryd W.! Please Send me a message so that we can discuss more about this project
$15 USD om 25 dager
5,0 (1 omtale)
1,4
1,4
Brukeravatar
Hi I am Data Scientist with 3 yr experience. i have experience on deep learning(NLP), Machine learning on python. if you like please feel free to contact me. Thanks & Regards
$22 USD om 15 dager
0,0 (0 omtaler)
0,0
0,0
Brukeravatar
To data entry
$30 USD om 10 dager
0,0 (0 omtaler)
0,0
0,0
Brukeravatar
I am interested in machine learning. I finished Computer science faculty in Polish-Japanese Academy of Information Technology. I wrote master thesis about ensemble learning using neural networks and its applications in classification unbalanced data. I think I can handle that.
$25 USD om 40 dager
0,0 (0 omtaler)
0,0
0,0
Brukeravatar
Hello, Dear. I am so happy for this chance to give us this opportunity to work with you in your project. I am a Data mining, Data Science Expert and have rich experiences with Machine Learning, NLP, NLTK. I would like to discuss more detail. Thanks. Best regards.
$19 USD om 40 dager
0,0 (0 omtaler)
0,0
0,0

Om klienten

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Sunnybank South, Australia
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2
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Medlem siden apr. 8, 2010

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