Data Analytics Services by a Software Consulting Firm
Tap into the skills of ScriptsHub’s data analysts, masters in data analytics and machine learning model training. Unleash the potential of data for enhanced business performance through data-driven decision-making. With expertise in statistics, programming, data visualization, and machine learning, our data analysts empower businesses to extract vital insights, fine-tune data strategies, and navigate complex data with confidence.
Our Data Analytics Services
Data Analysis
Our data analysis service empowers businesses to extract insights from their data using advanced tools like EDA. We handle data cleaning, visualization, statistical analysis, ML algorithms, and tailored reporting.
Data Analytics Consulting
If your business needs consulting services for data strategy development, data analysis, reporting, predictive modeling, or data governance, we have the expertise and support to meet your requirements.
Data Strategy Development
We evaluate your data ecosystem, pinpoint data analytics prospects, craft a roadmap, and execute and fine-tune the strategy. Our solution empowers you to extract invaluable insights from your data, enabling informed decision-making and enhancing business operations, products, and services.
Predictive Analytics
We employ cutting-edge statistical techniques and ML algorithms such as linear regression and random forests in our predictive data analytics service. These tools help unveil patterns and connections within your data, enabling the creation of highly accurate predictive models that can anticipate future trends and results.
Our Data Analyst’s Areas of Expertise
Machine Learning
Our data analysts, skilled in various ML resources such as Keras, PyTorch, and Scikit-learn, alongside expertise in numerous ML techniques including reinforcement and transfer learning, collaborate closely with our AI developers to create highly effective models. These models are designed for tasks like predictive maintenance and anomaly detection.
Deep Learning
We possess a deep understanding of deep learning frameworks such as TensorFlow, Caffe, and Theano, along with comprehensive knowledge of various neural networks, whether it’s CNNs or RNNs. With this expertise, we create AI models tailored to your business needs, optimizing their performance.
Data Preprocessing
To guarantee the accuracy, completeness, and proper formatting of the data we gather and cleanse, our analysts employ advanced developer tools such as SQL, Python, and R. They also undertake data transformation and feature extraction tasks to prepare the data for machine learning model training.
Supervised and Unsupervised Learning
Our data analysts are proficient in supervised and unsupervised learning algorithms, such as decision trees, SVMs, k-means, hierarchical clustering, and t-SNE. They excel in handling both labeled and unlabeled data essential for AI model training and optimization.
Model Fine-tuning
Our data analysts employ techniques such as hyperparameter tuning, cross-validation, grid search, and more to optimize the model’s structure and improve accuracy. They also evaluate model performance metrics to pinpoint areas for enhancement and make necessary refinements.
Feature Engineering
ScriptsHub’s data analysts excel in feature engineering, employing techniques like principal component analysis (PCA), feature scaling, and one-hot encoding. They also possess expertise in domain-specific features, such as extracting image features for computer vision applications.
Our Engagement Models
Dedicated Development Team
Our developers leverage cutting-edge cognitive technologies to deliver high-quality services and tailored solutions to our clients.
Team Extension
Our team extension model is designed to assist clients seeking to expand their teams with the precise expertise needed for their projects.
Project-based Model
Our project-oriented approach, supported by our team of software development specialists, is dedicated to fostering client collaboration and achieving specific project objectives.
