You will get High quality Machine Learning Modeling for Structural/Tabular data
You will get High quality Machine Learning Modeling for Structural/Tabular data
Project details
This is a wonderfully decorated package for those who like to grow their business in this era of data driven society and artificial intelligence.
The best thing about this package is that it is BASED on ONLY TIME SERIES data and TABULAR / RELATIONAL data. the plan is to provide high quality works specifically to the right client.
Scope and primary focus:
• Everything will be done by latest time series / tabular data analytics tools from python
• Machine learning will be done using all top notch models from Pytorch, Keras, scikit-learn, xgboost, lightgbm, Gradient boosting models as per necessity.
• Wonderful data visualization, figure, chart, table preparation
• SHAP analysis for understanding the indicators behind the estimation (standard and advanced package only)
• Results will be conducted in easy to understand way with necessary documentation
• Standard and Advanced package will provide data source integration using SQL, postgreSQL, mongodb etc
• Advanced package will contain more model comparison to find the best possible model
• Completely professional data analysis, complex data preprocessing and feature engineering (available in Standard and Advance)
The best thing about this package is that it is BASED on ONLY TIME SERIES data and TABULAR / RELATIONAL data. the plan is to provide high quality works specifically to the right client.
Scope and primary focus:
• Everything will be done by latest time series / tabular data analytics tools from python
• Machine learning will be done using all top notch models from Pytorch, Keras, scikit-learn, xgboost, lightgbm, Gradient boosting models as per necessity.
• Wonderful data visualization, figure, chart, table preparation
• SHAP analysis for understanding the indicators behind the estimation (standard and advanced package only)
• Results will be conducted in easy to understand way with necessary documentation
• Standard and Advanced package will provide data source integration using SQL, postgreSQL, mongodb etc
• Advanced package will contain more model comparison to find the best possible model
• Completely professional data analysis, complex data preprocessing and feature engineering (available in Standard and Advance)
What's included
| Service Tiers |
Starter
$150
|
Standard
$350
|
Advanced
$700
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 15 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 5 | 7 | 7 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code |
Frequently asked questions
About Abdullah Al
Data Scientist
Sagamihara, Japan - 9:54 am local time
• Quality over Quantity
• Client's benefit, satisfaction and ease of use
• Automation and optimization as much as possible
Top skills:
• Data Analytics, Data visualization, Information Extraction from Data, Anomaly detection
• Stock data analysis, back-testing, strategy implementation and graph generation
• Machine Learning & Deep Learning (using Keras, scikit-learn, pytorch, tensorflow etc)
• Unsupervised Learning (clustering, TSNE, PCA analysis, data segmentation and data labeling)
• Desktop software development
• Task automation for spreadsheet, excel, pdf generation, graph attachment to pdf, web scraping etc.
• User Interface design (python tkinter, PyQt, C#)
• Digital Signal Processing (DSP) and tabular/time series data processing
Why you will hire me:
• I have been working on data analytics, visualization, machine learning and deep learning for more than 4 years (professionally 3 years).
• Built my own Python open source package for these respective works.
• I have in depth knowledge on machine and deep learning as I completed 6 online courses, 1 professional course and numerous projects.
• I have completed many professional projects involving computer vision, advanced regression and classification type problems using Neural Networks, CNN, RNN, Transformer, xgboost, lightgbm, SVM, randomForest etc top notch models.
• expert knowledge and hands on experience in reinforcement learning as well.
• 2 papers in renowned international conferences. One paper is on ECG signal processing and another is on musical signal analysis and beat prediction.
• I have also got honorary mention in International Signal Processing Cup 2017 as a member of team Impulse.
Steps for completing your project
After purchasing the project, send requirements so Abdullah Al can start the project.
Delivery time starts when Abdullah Al receives requirements from you.
Abdullah Al works on your project following the steps below.
Revisions may occur after the delivery date.
Data management and preprocessing
At this stage, the data will be converted to proper format to make processing faster, will be done some data cleansing and data preprocessing.
Data Analytics | Feature extraction
This stage contains all statistical and visual analysis of the data from different point of view in order to get underlying trends, patterns, seasonal or frequent events etc.