Data Science Consulting

Services in Data Science Consulting

Our data science consulting services offer the specialized skills and expertise needed to make informed decisions. From data collection to transforming data into actionable insights, our team of consultants empowers your business to effectively leverage data-driven insights.

Our Data Science Consulting Services

Utilizing the latest tools and technologies, we provide outcome-driven data science consulting services aimed at strategically identifying and resolving your most intricate data science challenges.
Data Collection Services
Utilizing cutting-edge technologies such as web scraping, cloud data collection tools, and Web APIs, our data engineers gather data tailored to the specific business challenges you aim to address. Our team of data science consultants excels in database systems like MongoDB, PostgreSQL, MySQL, and more. Moreover, they are adept data science experts who leverage a variety of tools and technologies including Python, R, Beautiful Soup, Scrapy, Spark, Apache, and others to procure accurate datasets, anytime and anywhere.
Data Investigation and Cleansing Services
Our team of data architects and engineers employs specialized data cleansing tools like Data Ladder and WinPure, along with data preparation tools such as Altair, DataRobot, Tableau, Tibco Software, and Trifacta, to thoroughly investigate and cleanse your data. We identify and remove inconsistencies, irrelevancies, and duplicates, while also fixing typos, invalid entries, and missing data. The result is data that is accurate, complete, consistent, integral, timely, uniform, and validated.
Data Preparation and Wrangling Services
Our data architects design database systems and data warehouse solutions tailored to your requirements. They then load the cleansed data into these data lake repositories, data warehouses, or NoSQL databases. Subsequently, our data analysts delve into the data, identifying column-level anomalies, distributions, patterns, and structures. Once this exploration is complete, they use a variety of data science techniques to structure, enrich, and shape the data. Our team also utilizes modern tools such as Improvado, Alteryx, Microsoft Power BI, Tableau, Trifacta, Qlik, DataWatch, SAP, and others to enhance the data preparation process.
Exploratory Data Analysis Services
Our data science services include Exploratory Data Analysis (EDA), a cornerstone of our offerings. Our data engineers delve into the questions you need answers to, investigating the factors or elements influencing them. They distribute data across distinct variables and explore it graphically using techniques such as bar graphs. Furthermore, they depict relationships between different data points through graphical representations like heat maps, scatter plots, and more.
Minimum Viable Model Development
Our data science consultancy services include developing a Minimum Viable Model (MVM), which enables our experts to gather the maximum amount of validated learning. This approach is at the core of our data science services. Depending on your requirements, our team can build a real-time API, machine learning algorithm, dashboard, backend system, or a Python script. Our data scientists validate the MVM in real-time, measure its performance, enhance it where necessary, and deploy it to achieve the expected results.
DataOps Implementation
Our DataOps services utilize DataOps components to create scalable, purpose-driven big data platforms that adhere to the best data privacy, security, and governance practices. We enable deeper cooperation, establish enterprise-level DevOps capabilities, orchestrate multi-layer data architecture, build end-to-end data architecture, and automate infrastructure. Our DataOps services cover a wide range of areas, including Databases, IoT, Automation, Big Data, Machine Learning, Smartphones, Blockchain, Cloud, and more.
Data Science Consulting
Metro Midas provides data science consulting services to assist organizations in creating tailored data science solutions using AI, Deep Learning, Machine Learning, and other advanced technologies. Based on your needs, we offer either a project-driven or product-driven approach to automate and optimize the data processing pipeline. Our data science consultants offer a range of services for data science use cases, ML model development, ML algorithms, data security, data governance, DataOps, Data Mesh, and more.
Data Science as a Service (DSaaS)
Utilize our team of data scientists, data engineers, data architects, and data specialists to embrace a data-driven culture. As a premier data science consulting firm, we can assist you in enhancing your data processing and machine learning capabilities, enabling you to achieve better business outcomes with superior data. Leveraging state-of-the-art ML and AI solutions, along with effective data procurement strategies and expertise extending beyond data science technologies, we help you harness the power of data to maximize ROI.

Additional Data Science Consulting Services We Provide

At Metro Midas, we provide the following additional services in Data Science consultancy. Hire Data Science consultants with the skills and expertise you need.
1. Data mining
2. Data investigation and cleansing
3. Data integration
4. Data preprocessing
5. Data transformation
6. Data aggregation
7. Data interpretation
8. Data discovery
9. Data storage
10. Data conversion
11. Data migration
12. Data analysis
13. Model creation
14. Data labeling
15. Data annotation
16. Model optimization

Our Approach and Technologies

Overview of Statistical Programming Tools
This overview covers various statistical programming tools, including SPSS Statistics, RStudio, JMP, Minitab Statistical Software, EViews, OriginPro, Stata, Base SAS, TIMi, SuiteOrange, GraphPad Prism, Stat Graphics, XLSTAT, and Wolfram Mathematica.
Overview of Supervised Learning Algorithms
This overview presents various supervised learning algorithms, including Regression, Logistic Regression, Classification, Naive Bayes Classifiers, Decision Trees, Linear Regression, Ridge & Lasso Regression, KNN, Random Forest, Ada-Boost, Logistic Regression, Support Vector Machines, Gradient Boosting, and XGBoost.
Overview of Unsupervised Learning Algorithms
This overview outlines various unsupervised learning algorithms, including Clustering, Hierarchical Clustering, Probabilistic Clustering, K-means Clustering, K-NN, Principal Component Analysis, Singular Value Decomposition, Independent Component Analysis, Stochastic Gradient, Apriori Algorithm, Isolation Forest, and Affinity Propagation.
Overview of Neural Networks
This overview introduces various types of neural networks, such as LSTM and GRU, Autoencoders, Generative Adversarial Networks, Deep Q-Network (DQN), and Bayesian Deep Learning.

The advanced technology stack utilized by our data science consultants.

Programming language

Python
R
SQL
C/C++
Java
Julia
Scala
JavaScript
TypeScript
Swift
Go
MATLAB
SAS

Frameworks

PyTorch
Seaborn
Spark MLib
TensorFlow
Scikit-learn
Pandas
Matplotlib
Keras
NumPy
Theano

Libraries and APIs

SciPy
Matplotlib
XGBoost
TensorFlow
NumPy
Pandas
Keras
SciKit-Learn
Flask-RESTful
PyTorch
BeautifulSoup
Scrapy
SQLAlchemy
OpenCV

Storage solutions

AWS S3
MySQL
MongoDB
Oracle RDBMS
PostgreSQL
Google Cloud
Apache Hive
SQLite
Sybase
SQL Server
Oracle9i
Company Databases
JSON
NoSQL.

Tools

NLTK
BigML
ggpplot2
Excel
TensorFlow
Apache Spark
Tableau
SAS
D3.js
Jupyter
Weka
Matplotlib
Scikit-Learn
MATLAB.

Platforms

Alteryx
AWS EC2
Jupyter Notebook
Google Cloud Platform (GCP)
TIBCO
Docker
Anaconda
RStudio
Amazon Web Services (AWS)
DataRobot
Lambda
H20
RapidMiner
Domino

Applications of data science

Overview of Predictive Modeling in Data Science
Our data science consultants utilize present and historical data to develop predictive models, a popular data science solution. These models identify trends and patterns in data, enabling us to predict future outcomes. We employ techniques such as logistic regression, time series analysis, and decision trees to construct unsupervised models. Additionally, we leverage recent advancements in machine learning, neural networks, and standard algorithms to create supervised predictive models tailored to your specific domain or industry requirements.
Overview of Recommendation Engines in Data Science Consulting
As a leading data science consulting firm, we boast a team of top data scientists proficient in developing content-based, collaborative, or hybrid filtering recommendation engines. These engines utilize behavioral data, machine learning, and statistical modeling. Our recommendation engines are highly sought after in industries such as E-commerce, Retail, Telecom, Media, Banking, and Utilities.
Sentiment and Behavior Analysis in Data Science Consulting
For comprehensive monitoring and comprehension of social sentiments surrounding your brand, product, or service, a robust sentiment and behavior analysis model is essential. As part of our data science consulting services, we specialize in constructing such models for contextual text mining and monitoring online discussions with predefined key performance indicators (KPIs). Our approach involves leveraging advanced AI, deep learning, and complex ML algorithms. Sentiment and behavior analysis finds application in industries such as eCommerce, Finance, Healthcare, and wearable devices.
Time Series Forecasting Models in Data Science Consulting
Our data science team excels in developing time series forecasting models utilizing methods such as ARIMA (Autoregressive Integrated Moving Average), SARIMA (Seasonal Autoregressive Integrated Moving Average), VAR (Vector Autoregression), and LSTM (Long Short Term Memory network). Time series forecasting is particularly advantageous for industries like Finance, E-commerce and Retail, Weather, Government, and the Travel Tourism sector.
Anomaly Detection in Data Science Consulting
As part of our data science consulting services, we specialize in developing anomaly detection models, also known as Outlier Analysis. These models are designed to identify anomalous data points that may indicate critical incidents such as technical glitches, event changes, or manufacturing defects, as well as potential opportunities. We utilize unsupervised machine learning algorithms including Isolation Forest, Local Outlier Factor, Robust Covariance, One-Class SVM, and One-Class SVM (SGD) to create versatile anomaly detection models suitable for application across various industries.
Development of ML Algorithms for Autonomous Vehicles
Our expertise lies in crafting machine learning (ML) algorithms tailored for autonomous vehicles, focusing on Perception, Localization, Prediction, Planning, and Control. For Perception, we integrate data from multiple sensors. Localization is achieved through precise map utilization and sensor data fusion. Prediction enables us to forecast the behavior of surrounding objects. Planning involves route optimization, while Control entails algorithm development for a balanced approach. Leveraging our proficiency in AI, ML, Deep Learning, CNN, and RNN, we curate data and train algorithms to enhance autonomous vehicle capabilities.
Process Optimization through Data Science Consulting
As a leading data science consulting firm, we excel in process optimization through the application of ML algorithms, robotic systems, and online analytics models. Enhancing responses such as response time, selectivity, and KPI metrics requires a variety of predefined process parameters. We develop bespoke online analytics models and leverage practical ML algorithms such as the Bayesian Optimization algorithm to create a statistical approximation and parameter points for optimizing autonomous processes
Image Classification with Advanced ML Algorithms
Our image classification models are designed to receive inputs such as pictures and output a class. Using convolutional neural networks, we train the computer to classify images using methods akin to 'maximum likelihood' and 'minimum distance', enabling it to perceive images akin to human eyes. Relying on advanced ML algorithms, we efficiently analyze images. Leveraging AI-based deep learning models and Computer Vision techniques, we analyze and classify images with accuracy surpassing human-level capabilities.

What Sets Us Apart as Your Preferred Data Science Consulting Firm?

Metro Midas: Your Trusted Partner for Data Science Consulting

At Metro Midas, our team comprises skilled and experienced data scientists, engineers, analysts, and architects who are ready to help you embrace a data-driven culture. A successful data journey starts with the right data science consulting company, and we are known for our innovative approach, covering everything from data management to obtaining precise insights and integrating new technologies into your infrastructure.

We offer expertise in implementing data architecture, scaling data engineering, collaborating with data analysts, and exploring with data scientists. Count on us for comprehensive support throughout the data science lifecycle, AI and ML architecture, and full-scale business analytics initiatives. Our consultants bring industry-specific expertise and use case knowledge to transform your business and harness the potential of your unstructured data.
Benefits of Collaborating with Metro Midas
Why Choose Metro Midas as Your Partner:
1. Agile Methodology
2. Flexible Engagement Models
3. Certified Data Professionals
4. Comprehensive Range of Data Science Services
5. 360-Degree View of Project Development
6. Experience Across Various Industries
7. Timezone Flexibility
8. Fully Executed NDA
9. Guaranteed Client Satisfaction
10. Simple Exit Policy

FAQs

What is the role of a data science consultant?
Data science consultants are specialists in their field, tasked with educating clients on various aspects of data science and leveraging modern technology to harness data for their advantage. Essentially, they analyze the data science challenges confronting clients, assess their needs, and recommend data-driven solutions to improve their data science capabilities, compatibility, organization, security, analytics proficiency, and the significance of their data.
What data science consulting services do you offer?
We offer a range of data science consulting services, including: 1. Data Preparation
2. Data Modeling
3. Data Warehousing
4. Database Development
5. Statistical Programming
6. Troubleshooting and Issue Resolution for Existing Data Science Projects
7. Data Science Support and Maintenance
What advantages do data science consulting services offer?
Data science consulting services provide several benefits, including:
1. Identification of data sources and collection from various touchpoints.
2. Identification of problems and growth opportunities.
3. Cleansing and transformation of raw data into structured and meaningful formats.
4. Development and application of ML models for data analysis.
5. Data analysis and visualization for a comprehensive overview.
6. In-depth analysis to extract actionable insights for informed decision-making.
7. Presentation of data insights in a visually appealing and understandable format.
8. Access to answers for all queries using internally generated data.
Top-Tier IT Experts
Metro Midas Technology is the exclusive hub of dedicated software developers, UI/UX designers, QA experts, and product managers with incredibly rare and hidden talents. We provide access to exceptional IT talent globally, ranging from independent software developers to fully managed teams.
Aligned Time Zones
Time zone differences are never a constraint when working with Metro Midas Technology. We follow a simple procedure - aligning our developers' schedules with your time zone. Hire dedicated software developers from us, and collaborate seamlessly from afar, ensuring work is done according to your time zone, deadlines, and milestones.
Experienced Team
Whether you require expert developers in emerging technologies or an extended team to supplement your existing one, we can assist in both scenarios. As a full-stack software development company, we have a team of skilled and experienced software developers available for hire to address ongoing business challenges at your convenience.