Expert Data Cleaning and Machine Learning Algorithm Training
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About this service
Summary
Are you struggling with messy, unorganized data or looking to train a machine learning model that delivers accurate predictions? Look no further! I specialize in transforming raw, unstructured data into clean, ready-to-use datasets and training machine learning algorithms tailored to your specific needs.
What I Offer:
Data Cleaning & Preprocessing: I will meticulously clean and preprocess your data, handling missing values, removing duplicates, correcting errors, and ensuring it's in the optimal format for analysis.
Feature Engineering: I will create and select the most relevant features from your data, enhancing the predictive power of your machine learning models.
Model Training: I will train machine learning models using state-of-the-art algorithms (e.g., linear regression, decision trees, neural networks) and fine-tune them to achieve high performance.
Model Evaluation: I will evaluate your model using various metrics like accuracy, precision, recall, and F1-score to ensure it meets your expectations.
Documentation & Reports: I will provide comprehensive documentation and reports, detailing the steps taken, the rationale behind the choices made, and the final model's performance.
Why Choose Me?
Expertise: With experience in data science, machine learning, and Python, I have the skills needed to handle complex data challenges.
Quality Assurance: I prioritize quality and precision, ensuring your data and models are handled with the utmost care.
Tailored Solutions: I understand that every project is unique. I will work closely with you to deliver customized solutions that align with your goals.
Timely Delivery: I value your time and am committed to delivering high-quality work within the agreed timeframe.
How It Works:
Initial Consultation: Share your data and requirements.
Data Cleaning: I clean and preprocess your data.
Model Training: I train the machine learning model based on your needs.
Review & Final Delivery: We review the results together, and I make any necessary adjustments.
Let’s transform your data into actionable insights and powerful predictions. Get in touch today to get started!
What's included
Trained Models
I will deliver trained Machine Learning model. It can be in form of .pkl format or any other supported format.
Complete Script
I will deliver complete script that was used to perform cleaning of dataset, training models and testing of models. It can be in form of .py or .ipynb .
Skills and tools
ML Engineer
AI Model Developer
AI Developer
pandas
Python
PyTorch
scikit-learn
TensorFlow