Data Analytics
Services
Tap into the expertise of Sozhaa AI skilled data analysts to unlock the full potential of your data and drive better business outcomes. With deep proficiency in data analytics, machine learning model training, statistics, programming, and data visualization, our team helps organizations of all sizes extract valuable insights, strengthen data strategies, and make informed, data-driven decisions with confidence.
Our Services
Insightful Data Analysis
Our data analysis service uncovers meaningful insights using advanced techniques like exploratory data analysis (EDA). We handle data cleaning, preparation, visualization, and apply statistical and machine learning methods to deliver clear, customized reports.
Expert Data Consulting
Get expert guidance to build strong data strategies, perform detailed analyses, create predictive models, and establish sound data governance. We provide the expertise you need to turn data into real business value.
Strategic Data Roadmapping
We evaluate your current data landscape, find opportunities, and design a clear roadmap to maximize your data’s potential. Our strategies help you gain actionable insights to enhance operations, products, and services.
Accurate Predictive Analytics
Our predictive analytics service uses advanced stats and machine learning—like regression and random forests to detect patterns, build reliable models, and forecast future trends and outcomes with precision.
Our Expertise in
Data Analytics
Machine Learning
Our data analysts, skilled in tools like Keras, PyTorch, and Scikit-learn, apply a range of ML techniques from reinforcement to transfer learning to build powerful models for tasks such as predictive maintenance and anomaly detection.
Deep Learning
With deep expertise in frameworks like TensorFlow, Caffe, and Theano, and strong knowledge of neural networks like CNNs and RNNs, we create high-performance AI models tailored to your business needs.
Data Preprocessing
We ensure your data is clean, accurate, and ready for training using advanced tools like SQL, Python, and R. Our team handles everything from transformation to feature extraction to maximize your model’s performance.
Supervised & Unsupervised Learning
Our team applies both supervised and unsupervised learning algorithms like decision trees, SVMs, k-means, and clustering to train and fine-tune models on both labeled and unlabeled data.
Model Fine Tuning
We boost model accuracy through careful fine tuning using hyperparameter optimization, cross validation, grid search, and detailed performance assessments to refine architecture and outputs.
Feature Engineering
Our data analysts excel at crafting relevant features through PCA, scaling, one hot encoding, and domain specific techniques like image feature extraction to strengthen your AI models.
Let's Talk about your Project
Frequently Asked Questions
How do you measure an AI model’s performance ?
We evaluate AI models using key metrics like accuracy, precision, recall, F1 score, and AUC-ROC. Our data analysts combine these and other techniques to ensure your models deliver reliable results.
Can AI models be used for making predictions ?
Yes, AI models are ideal for predictive analytics. We build solutions that analyze historical data to forecast trends, identify patterns, and help you make informed, forward-looking decisions.
Do Sozhaa AI data analysts handle different data types ?
Absolutely. Our analysts are skilled at working with various data types structured, unstructured, text, images, or time series to develop robust AI models that fit your unique business needs.
What’s the usual timeframe to build and deploy an AI model ?
Timelines vary by project complexity, but developing and deploying an AI model typically takes a few weeks to several months. We always define clear milestones and keep you updated throughout the process.
Can you support us with data visualization and dashboards ?
Yes, we create intuitive dashboards and visualizations that turn complex data into clear, actionable insights, making it easy for you to monitor and understand your data at a glance.