I will perform time series analysis and develop forecasting models
Machine Learning Engineer
À propos de ce service
Hello, I am a Google Certified Data Analytics Professional and my expertise lie in Machine Learning and Deep Learning algorithms. With over 4 years of experience in Python, I have excelled in advanced frameworks like Darts, Pytorch, and Tensorflow.
End-to-End Services
- Data Pre-processing
- Exploratory Data Analysis (EDA)
- Feature Engineering
- Model Selection
- Model Training
- Model Validation
- Hyperparameter Tuning
- Forecasting
- Performance Evaluation
- Visualisation
- Deployment
- Documentation and Reporting
Statistical / Classic Models
- ARIMA
- Exponential Smoothing
- BATS and TBATS
- Prophet
- Fast Fourier Transform
Regression Models
- Linear Regression
- Random Forest
- LightGBM
- XGBoost
- CatBoost
PyTorch (Lightning) Based Models
- Recurrent Neural Networks (RNN)
- Neural Basis Expansion Analysis Time Series Forecasting (N-BEATS)
- Neural Hierarchical Interpolation for Time Series Forecasting (N-HiTS)
- Temporal Convolutional Network (TCN)
- Temporal Fusion Transformer (TFT)
- Time-Series Dense Encoder (TiDE)
- Time-Series Mixer (TSMixer)
Evaluation Metrics
- Mean Absolute Error (MAE)
- Mean Squared Error (MSE)
- Root Mean Squared Error (RMSE)
- Mean Absolute Percentage Error (MAPE)
- Root Mean Squared Logarithmic Error (RMSLE)
Mon portfolio
2 avis concernant ce service
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Détails de la notation
- Niveau de communication avec le freelance
- Qualité de la livraison
- Valeur de la livraison
Trier par
M mohammadsala844

Nouvelle-Zélande
Irtaza is quite helpful.
Jusqu’à 50 $US
Prix
5 jours
Durée
Utile?M mohammadsala844

Nouvelle-Zélande
The seller is excellent and very helpful. I will definitely work with him again.
Jusqu’à 50 $US
Prix
1 jour
Durée
Utile?
2 avis concernant ce service
| (2) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Détails de la notation
- Niveau de communication avec le freelance
- Qualité de la livraison
- Valeur de la livraison
Trier par
M mohammadsala844

Nouvelle-Zélande
Irtaza is quite helpful.
Jusqu’à 50 $US
Prix
5 jours
Durée
Utile?M mohammadsala844

Nouvelle-Zélande
The seller is excellent and very helpful. I will definitely work with him again.
Jusqu’à 50 $US
Prix
1 jour
Durée
Utile?

