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
7 reviews
(7)
(0)
(0)
(0)
(0)
This project doesn't have any reviews.
JK
Jonathan K.
Feb 14, 2024
Flaml Multivariate - Load Model Predict
Fahad did a great job, going above and beyond in the difficult and time consuming task of investigating and debugging errors and issues, followed by a superb execution of the project in terms of code quality, readability and useability. Pleasure to work with, very knowledgeable in the field, insightful and helpful.
JK
Jonathan K.
Jan 10, 2024
Flaml Multivariate TSF Classification - Train Non Optimum Model (Project 4)
Fahad did another great job of creating new and additional functionality. Does a really good job of taking the time to evaluate feasibility beforehand and providing details or what is or what is not possible within scope and requirements. Fahad's level of communication and articulation is also high, accomodating and flexible, real pleasure to work and continue working with. Good subject matter expertise also, both in terms of Python and data science. Clearly skilled and high quality of work.
JK
Jonathan K.
Dec 15, 2023
Flaml Multivariate TSF - Train Non Optimum Model (Project 3)
Fahad's communication is both good and high, he does a good job of taking the time to understand both the overall goal and the requirements. Also good with evaluating the feasibility of unconventional use cases, approximating delivery times, meeting those delivery schedules and resolving problems or issues along the way. Pleasure to work with, delivers good quality, well tested work.
JK
Jonathan K.
Nov 16, 2023
FLAML automl - time series forecasting (classification)
Working with Fahad through the different stages of multiple data science and machine learning projects has been a pleasure, he takes the time to understand the details and requirements and provide realistic schedules for delivery which are met. He also has a tangible, real interest in the field and considers the goal and outcomes as part of the work, which is reflected in the quality. He is knowledgeable and helpful with good communication.
JK
Jonathan K.
Nov 9, 2023
You will get the best data science and machine learning services
My experience of working with Fahad is very good, he is both skilled and confident on the subject of data science and machine learning, he is willing to take on a new or different challenge and the quality of his work is high. He's also honest, patient and trust worthy and happy to investigate problems or bugs and if necessary fix.
About Fahad
Data Science & Machine Learning
Peshawar, Pakistan - 7:02 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