You will get a text classification model


Project details
This project is carefully designed and structured to produce excellent results even in its basic form. The text classification requires extensive feature engineering combining both extracting text features and calculating text statistics and also perform a feature selection.
The Text Classification projects are exactly on the interface of linguistics, mathematics and computer science and require from the scientist to understand how language may differ from context to context providing different patterns for the algorithms to recognise. Just implementing a ready algorithm will never be good enough when dealing with text classification.
The talent to identify and extract text patterns and pass them as features in the model is necessary and definitely a secret to the project's success. This gig escalates feature engineering and model selection until reaching an expert level (3rd tier) and achieves the best outcome.
The Text Classification projects are exactly on the interface of linguistics, mathematics and computer science and require from the scientist to understand how language may differ from context to context providing different patterns for the algorithms to recognise. Just implementing a ready algorithm will never be good enough when dealing with text classification.
The talent to identify and extract text patterns and pass them as features in the model is necessary and definitely a secret to the project's success. This gig escalates feature engineering and model selection until reaching an expert level (3rd tier) and achieves the best outcome.
What's included
| Service Tiers |
Starter
$118
|
Standard
$242
|
Advanced
$490
|
|---|---|---|---|
| Delivery Time | 1 day | 2 days | 3 days |
Number of Revisions | 1 | 1 | 2 |
Number of Model Variations | 1 | 1 | 1 |
Number of Graphs/Charts | 1 | 3 | 5 |
Model Validation/Testing | - | ||
Model Documentation | - | - | - |
Data Source Connectivity | |||
Source Code |
Frequently asked questions
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A very competent and professional freelancer.
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About Georgios
Expert Data Scientist
Piraeus, Greece - 8:43 am local time
Specialties: Data Analysis - Data Science - Credit Risk Models - Text Classification - General ML
Skills: OOP Python, Machine Learning, Data Analysis, Interpretation
Technologies: Keras-Tensorflow, Pandas, Numpy, Scikit-Learn, Matplotlib, Seaborn, NLTK
Experience: NLP - Regression - Classification - Clustering - Exploratory - Confounding
Computer Languages: Python, Java, Javascript, HTML5-CSS
Steps for completing your project
After purchasing the project, send requirements so Georgios can start the project.
Delivery time starts when Georgios receives requirements from you.
Georgios works on your project following the steps below.
Revisions may occur after the delivery date.
Input data
Develop code to load data from disk or from a database.
Data Management
Manage data to be appropriate for the next steps. Data cleaning or basic feature extraction may occur here.


