You will get regression models like linear regression and decision tree.
Project details
Here you get a great offer to have your machine learning (regression) models made. my services include:
simple linear regression
MLP
multiple linear regression
polynomial regression.
lasso regression
ridge regression
Random forest
Decision Tree
SVM
XGBregressor(for state of the art results)
or any other on demand service.
i would also perform the necessary data preprocessing steps like:
dealing with missing values and outliers
standardization of numerical features, or normalization (depending on the scenario)
OneHotEncoding of categorical features.
gaussian transformations (eg: np.exp, np,sqrt or np.log ) for making skewed features normal.
and many more..
And last but not the least, i will almost always make sure to package the preprocessing steps with the model using the good old SKLEARN.PIPELINE so that your model is production ready to spit prediction.
you always get the source code with the model because i believe it's yours as much as the model is!!
simple linear regression
MLP
multiple linear regression
polynomial regression.
lasso regression
ridge regression
Random forest
Decision Tree
SVM
XGBregressor(for state of the art results)
or any other on demand service.
i would also perform the necessary data preprocessing steps like:
dealing with missing values and outliers
standardization of numerical features, or normalization (depending on the scenario)
OneHotEncoding of categorical features.
gaussian transformations (eg: np.exp, np,sqrt or np.log ) for making skewed features normal.
and many more..
And last but not the least, i will almost always make sure to package the preprocessing steps with the model using the good old SKLEARN.PIPELINE so that your model is production ready to spit prediction.
you always get the source code with the model because i believe it's yours as much as the model is!!
What's included
| Service Tiers |
Starter
$50
|
Standard
$75
|
Advanced
$100
|
|---|---|---|---|
| Delivery Time | 1 day | 2 days | 3 days |
Number of Revisions | 1 | 1 | 2 |
Number of Model Variations | 1 | 2 | 3 |
Model Validation/Testing | |||
Model Documentation | - | - | |
Data Source Connectivity | - | - | - |
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$5
Additional Revision
+$5
Additional Model Variation
(+ 1 Day)
+$5
Model Documentation
(+ 1 Day)
+$10Frequently asked questions
About Fahad
Data Science & Machine Learning
Peshawar, Pakistan - 6:50 pm local time
Expertise include:
Data Science, Machine Learning, Python, Deep Learning, Computer Vision, Natural Language Processing, Data Analysis and Visualization, Time Series Analysis, Transfer Learning, Auto Encoders, Generative Adversarial Networks, Transformers, BERT models, Signals processing, Business and Financial Analysis, Microsoft Excel, Decision Tree Analysis, Regression Analysis and Business Decision Making.
The tools i work with are as follows:
Python, TensorFlow, PyTorch, Scikit-Learn, Numpy, Pandas, Matplotlib, Seaborn, Plotly, Microsoft Excel, Flaml AutoML. Django, Flask, Sql
Steps for completing your project
After purchasing the project, send requirements so Fahad can start the project.
Delivery time starts when Fahad receives requirements from you.
Fahad works on your project following the steps below.
Revisions may occur after the delivery date.
read the dataset into my notebook
examine the data
this step includes finding the datatypes of different features, finding basic statistics about it.. and visualizing the data