You will get an amazing data science work
Project details
Hi, are you looking for services in Data Science using Matlab or RapidMiner? I have more than 10 years of experience in the world of Computer Science as a Lecturer, Researcher, Data Scientist, and Programmer.
DATA PRE-PROCESSING :
Missing Value Replacement, Encoding, Discretization, Aggregation, Anomaly Detection, Data Normalization, Dimensionality Reduction, Feature Selection, Attribute Weighting, Feature Extraction, Unbalanced Class Reduction, etc.
DATA VALIDATION :
Hold-Out, K-Fold, Leave-One-Out, Bootstrapping, etc.
PROCESSING :
Searching Algorithms, Fuzzy Logic, Certainty Factor, Linear/Exponential/Polynomial Regression, Logistic Regression, ANN, SVM, SVR, ID3. C4.5, Naive Bayes, KNN, Deep Learning, K-Means, FCM, A-Priori, FP-Growth, GA, PSO, PCA, LDA, SVD, etc.
EVALUATION & COMPARISON :
Algorithm Complexity, Confusion Matrix, SSE, MSE, RMSE, MAPE, Clustering Performance, Variables Correlation, Bias & Variant (Over Fitting), T-Test, ANOVA, etc.
VISUALIZATION & SUMMARY :
Charts, Graphs, Plots, Tables, Results and Discussions, etc.
SIMULATION :
Proposed Model Simulation or Application.
DOCUMENTATION (REPORTING) :
Results Writing.
Best Regards,
Azminuddin Azis
DATA PRE-PROCESSING :
Missing Value Replacement, Encoding, Discretization, Aggregation, Anomaly Detection, Data Normalization, Dimensionality Reduction, Feature Selection, Attribute Weighting, Feature Extraction, Unbalanced Class Reduction, etc.
DATA VALIDATION :
Hold-Out, K-Fold, Leave-One-Out, Bootstrapping, etc.
PROCESSING :
Searching Algorithms, Fuzzy Logic, Certainty Factor, Linear/Exponential/Polynomial Regression, Logistic Regression, ANN, SVM, SVR, ID3. C4.5, Naive Bayes, KNN, Deep Learning, K-Means, FCM, A-Priori, FP-Growth, GA, PSO, PCA, LDA, SVD, etc.
EVALUATION & COMPARISON :
Algorithm Complexity, Confusion Matrix, SSE, MSE, RMSE, MAPE, Clustering Performance, Variables Correlation, Bias & Variant (Over Fitting), T-Test, ANOVA, etc.
VISUALIZATION & SUMMARY :
Charts, Graphs, Plots, Tables, Results and Discussions, etc.
SIMULATION :
Proposed Model Simulation or Application.
DOCUMENTATION (REPORTING) :
Results Writing.
Best Regards,
Azminuddin Azis
What's included
| Service Tiers |
Starter
$50
|
Standard
$75
|
Advanced
$150
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 3 | 5 | Unlimited |
Number of Model Variations | 1 | 3 | 7 |
Number of Scenarios | 1 | 7 | 7 |
Model Validation/Testing | |||
Model Documentation | - | - | |
Data Source Connectivity | |||
Source Code |
About Azminuddin
Software Developer, Data Scientist, & Researcher.
Gorontalo, Indonesia - 3:39 pm local time
INTEREST:
- Software Development (web and desktop application) using C# / VB .NET / Pascal (Programming Language), ASP .NET MVC (Web Technology), SQL Server / MySQL / Excel / Access (Database), Telerik (UI & Report), HTML, XML, CSS, Bootstrap, AJAX, JSON, JQuery, JavaScript, etc.
- Data Science, Data Mining, Data Analysis, Machine Learning, Soft Computing, Artificial Intelligence using Matlab, RapidMiner, Excel, etc.
- Research in the subject of Computer Science.
- Office (Excel and Word).
- Design & Creative like PowerPoint Presentation Design using PowerPoint, Corel Draw, etc.
SERVICES:
- Focus on quality, original, express, responsive, and reasonable cost.
- User acceptance testing and revision.
- Online training.
- Maintenance.
- With source code.
- With documentation (help e-book).
- Easy modified and easy to change afterward.
Steps for completing your project
After purchasing the project, send requirements so Azminuddin can start the project.
Delivery time starts when Azminuddin receives requirements from you.
Azminuddin works on your project following the steps below.
Revisions may occur after the delivery date.
Gather Requirements
Your planning & requirements.
Working
I will working with your data science project.