4soft Packages
Premier VerifiedWrocław, Poland
View Full ProfilePackages we offer:
Machine Learning Launchpad
Each of our Machine Learning offerings draws on expertise from areas such as consulting, data preparation, model selection and training, testing and integration, as well as monitoring and maintenance. Choose the right package for your business and embark on your AI journey today!
| Features |
Small $8,000 /total |
Medium $28,000 /total |
Large $40,000 /total |
|---|---|---|---|
|
In-depth analysis, detailed problem definition & AI strategy |
|||
|
Success metric definition |
– |
||
|
Detailed gap analysis |
– |
– |
|
|
Project roadmap |
|||
|
Exploratory data analysis |
|||
|
Preliminary data processing |
– |
||
|
Data cleaning |
– |
||
|
Feature engineering |
– |
||
|
Feature selection & optimization |
– |
– |
|
|
Selection from pre-trained models |
|||
|
Basic hyperparameter tuning |
|||
|
Exploration of various model architectures |
– |
||
|
Hyperparameter optimization with automated tools |
– |
||
|
Advanced model selection |
– |
– |
|
|
Extensive training & hyperparameter optimization |
– |
– |
|
|
Basic performance tests |
|||
|
Rigorous testing & evaluation with various metrics |
– |
||
|
Comprehensive testing & evaluation with explainability analysis |
– |
– |
|
|
Standalone model deployment for proof-of-concept. |
– |
– |
|
|
API development for model integration |
– |
||
|
Full deployment integration & production environment setup |
– |
– |
|
|
Automated performance monitoring |
– |
||
|
Continuous monitoring, automated retraining with new data |
– |
– |
|
|
Delivery Time |
4-week delivery |
3-month delivery |
6-month delivery |
|
Small $8,000 /total |
|
|---|---|
|
In-depth analysis, detailed problem definition & AI strategy |
|
|
Success metric definition |
– |
|
Detailed gap analysis |
– |
|
Project roadmap |
|
|
Exploratory data analysis |
|
|
Preliminary data processing |
– |
|
Data cleaning |
– |
|
Feature engineering |
– |
|
Feature selection & optimization |
– |
|
Selection from pre-trained models |
|
|
Basic hyperparameter tuning |
|
|
Exploration of various model architectures |
– |
|
Hyperparameter optimization with automated tools |
– |
|
Advanced model selection |
– |
|
Extensive training & hyperparameter optimization |
– |
|
Basic performance tests |
|
|
Rigorous testing & evaluation with various metrics |
– |
|
Comprehensive testing & evaluation with explainability analysis |
– |
|
Standalone model deployment for proof-of-concept. |
|
|
API development for model integration |
– |
|
Full deployment integration & production environment setup |
– |
|
Automated performance monitoring |
– |
|
Continuous monitoring, automated retraining with new data |
– |
|
Delivery Time |
4-week delivery |
|
Medium $28,000 /total |
|
|---|---|
|
In-depth analysis, detailed problem definition & AI strategy |
|
|
Success metric definition |
|
|
Detailed gap analysis |
– |
|
Project roadmap |
|
|
Exploratory data analysis |
|
|
Preliminary data processing |
|
|
Data cleaning |
|
|
Feature engineering |
|
|
Feature selection & optimization |
– |
|
Selection from pre-trained models |
|
|
Basic hyperparameter tuning |
|
|
Exploration of various model architectures |
|
|
Hyperparameter optimization with automated tools |
|
|
Advanced model selection |
– |
|
Extensive training & hyperparameter optimization |
– |
|
Basic performance tests |
|
|
Rigorous testing & evaluation with various metrics |
|
|
Comprehensive testing & evaluation with explainability analysis |
– |
|
Standalone model deployment for proof-of-concept. |
– |
|
API development for model integration |
|
|
Full deployment integration & production environment setup |
– |
|
Automated performance monitoring |
|
|
Continuous monitoring, automated retraining with new data |
– |
|
Delivery Time |
3-month delivery |
|
Large $40,000 /total |
|
|---|---|
|
In-depth analysis, detailed problem definition & AI strategy |
|
|
Success metric definition |
|
|
Detailed gap analysis |
|
|
Project roadmap |
|
|
Exploratory data analysis |
|
|
Preliminary data processing |
|
|
Data cleaning |
|
|
Feature engineering |
|
|
Feature selection & optimization |
|
|
Selection from pre-trained models |
|
|
Basic hyperparameter tuning |
|
|
Exploration of various model architectures |
|
|
Hyperparameter optimization with automated tools |
|
|
Advanced model selection |
|
|
Extensive training & hyperparameter optimization |
|
|
Basic performance tests |
|
|
Rigorous testing & evaluation with various metrics |
|
|
Comprehensive testing & evaluation with explainability analysis |
|
|
Standalone model deployment for proof-of-concept. |
– |
|
API development for model integration |
|
|
Full deployment integration & production environment setup |
|
|
Automated performance monitoring |
|
|
Continuous monitoring, automated retraining with new data |
|
|
Delivery Time |
6-month delivery |