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Data mining with R project

$30-250 USD

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Objavljeno pred več kot 6 leti

$30-250 USD

Plačilo ob dostavi
Course Project The purpose of this project is to have you demonstrate how the data mining methods learnt can be applied on real world problems. It will further allow you to develop a deeper understanding of different algorithms by implementing them yourself and provide hands on experience using data mining methods for real data. You’re asked to perform the following steps: 2. Select the data: Once you’ve selected the topic and your reply posting is 1st ranking, then you need to visit UCI Machine Learning repository to select the data set for your topic ([login to view URL]). Note that there may be more than one dataset available for your problem; in that case, you’re free to choose whichever dataset you prefer. 3. Visualize the data: Using several visualization techniques, visualize and review your data (include these visualizations in your report). 4. Preprocess your data using the techniques described in class. You will probably have to try different techniques and assess their performance and make a final selection of preprocessing steps. 5. Select at the very least 2-3 different data mining algorithms and apply to your data. Please try as many different algorithms as possible (whenever problem and data is supporting the use of such algorithms). Note that grading of the project will take into account the number and variety of the algorithms implemented for your problem. 6. Analyze your results: Please state the performance of each of the algorithms implemented for your dataset using common performance measures such as accuracy, recall, F-measure, sensitivity, loss/error rate, ROC curves etc. 7. Write a report about your implementation and analysis. Please include results from every step including, preprocessing (i.e. what steps are taken, what impact has been obtained, etc.), visualization (plots, graphs, and comments based on these visualizations), data mining algorithms (how the settings and parameters are determined, what difficulties are experienced if any, performance metrics used, the strategies used to prevent overfitting, i.e. training-validation-testing splits), and your overall algorithm recommendation for the dataset selected. Reports should not exceed 30 pages (including graphs, code snippets and screenshots), typed single space with 12 pt. font of Times New Roman or Arial, and must have the following sections: Overview of the problem (describe the problem and its importance), Dataset Overview (describe the data), Data Preprocessing, Algorithm Selection, Analysis Results and Comparison, Conclusion. 8. In your submission, please submit both the code (can be included as R file or as a separate text/word file) as well as the report. Return your code and the repor
ID projekta: 15701302

Več o projektu

9 ponudb
Projekt na daljavo
Aktivno pred 6 leti

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IIT Roorkee undergraduate student. 3+ years of experience in the Data Science domain. Proficient in Python, R etc. Have already solved multiple datasets in the above-mentioned reporsitory. Relevant Skills and Experience Data Mining, Data Science, Machine Learning, R Programming Language, Proposed Milestones $170 USD - Final deliverable I am Prajwal Bhatt, a final year undergraduate student at IIT Roorkee. I am a creative, flexible and focused individual who is passionate about Data Science, Natural Language Processing and the entire Analytics space. I have acquired knowledge of R programming, Python and C++. Further, I have exposure to Machine Learning algorithms like Neural Network, Regression, Decision Trees, and Clustering algorithms etc. I have experience of working as a data science intern in various recognized companies and start-ups before, Schlumberger, Razorpay, KUAI (Israel, Remote intern); to name a few.
$170 USD v 3 dneh
4,9 (41 ocen)
5,5
5,5
9 freelancerjev je oddalo ponudbo s povprečno vrednostjo $169 USD za to delo
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I have a good hand on working with Advanced Excel, R and Python. I have quite a good knowledge of deep learning Algorithm , have also developed dashboards and Shiny Web Application in R. Relevant Skills and Experience I understand the project requirement and will deliver the desired product within the time specified. Proposed Milestones $200 USD - Milestone
$200 USD v 3 dneh
4,9 (116 ocen)
7,4
7,4
Avatar uporabnika
Hello, how are you? I have read the details provided, but please contact me so that we can discuss more on the project. I don't outsource like most people do ensuring quality work on time Relevant Skills and Experience Data Mining, Data Science, Machine Learning, R Programming Language, Report Writing Proposed Milestones $105 USD - .
$105 USD v 2 dneh
4,7 (136 ocen)
6,9
6,9
Avatar uporabnika
Hello Sir, I have read your project requirement and i can deliver your project with 100% quality . please give me chance to work on your job. Relevant Skills and Experience I have more than 7 years of experience in Data Mining, Data Science, Machine Learning, R Programming Language, Report Writing. i have deliver almost 270 projects with 100% client satisfaction. Proposed Milestones $200 USD - Data mining with R project
$200 USD v 3 dneh
4,9 (56 ocen)
6,4
6,4
Avatar uporabnika
Hello ! I am data enthusiast and worked on many statistics and data analytics projects. Its my specialization and you can check my reviews as well, all my customers are passed with high numbers. Please contact with me so that I can show you my previously written papers. Thanks.
$150 USD v 3 dneh
4,9 (85 ocen)
6,3
6,3

O stranki

Zastava UNITED STATES
Detroit, United States
4,3
9
Plačilna metoda je verificirana
Član(ica) od apr. 4, 2017

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