Services We Offer in Data Science Consulting

We offer result-oriented data science consulting services using the latest tools and technologies to identify and solve your most complex data science challenges strategically.

Technical Stack CASE STUDIES

Data Collection

Using emerging technologies like web scraping, cloud data collection tools, and Web APIs, our data engineers collect data based on business challenges you are trying to solve. Our team of data science consultants is highly proficient in database systems like MongoDB. PostgreSQL, MySQL, etc. Besides, they are the top-notch data science experts using various tools and technologies like Python, R, Beautiful Soup, Scrapy, Spark, Apache, and more to get you the correct data set anytime and anywhere.

Data Investigation and Cleaning

Our data architects and data engineers use specialized data cleansing tools such as Data Ladder, WinPure, and data preparation tools such as Altair, DataRobot, Tableau, Tibco Software, and Trifacta to investigate and cleanse the data. We cleanse the inconsistent, irrelevant, and duplicate data and fix typos, invalid, or missing data. Finally, the data is accurate, complete, consistent, integral, timely, uniform, and validated.

Data Preparation/Data Wrangling

Our data architects create database systems and data warehouse designs suiting your needs. They load the cleansed data into those data lake repositories or data warehouses or simply load it into the NoSQL database. Then the data analysts explore the data by accessing column-level anomalies, distributions, patterns, structures, and much more. Once it is done, they structure, enrich, and shape the data using various data science techniques. They also use modern tools like Improvado, Alteryx, Microsoft Power BI, Tableau, Trifacta, Qlik, DataWatch, SAP, etc.

Exploratory Data Analysis

We have established our reputation in offering the most-preferred data science services such as EDA. Our data engineers work on questions for which you need answers and the factors or elements affecting them. We distribute data in distinctive variables to explore it graphically using bar graphs. Besides, the relation between different data points is captured via graphical representation like warmth maps, scatter plots, etc.

Minimum Viable Model

We develop a minimum viable model or MVA. It allows our data science experts to collect the maximum amount of validated learning and is the core strength of our data science consultancy services. Depending on the requirement, our team can build a real-time API, ML algorithm, and dashboard along with a backend system or a Python script. Our data scientists validate the MVA in real-time, measure its performance, enhance wherever necessary and deploy it to get the expected results.

DataOps

We use DataOps components to offer scalable, purpose-driven big data platforms by adhering to best data privacy, security, and governance practices. Our DataOps services enable deeper cooperation, set up enterprise-level DevOps ability, orchestrate multi-layer data architecture, build the end-to-end data architecture, and automate infrastructure. Under DataOps, we cover Databases, IoT, Automation, Big data, Machine learning, Smartphones, Blockchain, Cloud, and much more.

Data Science Consulting

Bacancy offers data science consulting services to help organizations develop custom data science solutions by applying AI, Deep Learning, Machine Learning, and other emerging technologies. Depending on your requirements, we opt for a project-driven or product-driven approach to automate and streamline the data processing pipeline. Our data science consultants offer various services for data science use cases, ML model building, ML algorithms, Data security & data governance, DataOps, Data Mesh, etc.

Data Science as a Service (DSaaS)

Leverage our team of data scientists, data engineers, data architects, and data specialists to adopt a data-driven culture. As one of the leading data science consulting firms, we can help you ramp up your data processing and machine learning capabilities so that you can do better business with better data. Using cutting-edge ML and AI solutions, data procurement strategies, and expertise beyond data science technologies and advanced data analytics can help you leverage data and maximize ROI.

Additional Services Our Data Science Consulting Firm Offers

At Bacancy, we offer below-mentioned additional services in Data Science consultancy. Hire Data Science consultants with the skill set and expertise you need.

Data preprocessing

Data investigation and cleansing

Data migration

Data labeling

Data annotation

Data conversion

Data interpretation

Data mining

Data discovery

Data transformation

Data aggregation

Data storage

Data integration

Data analysis

Model creation

Model Optimization

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Methods and Technologies We Use

Statistical Programming Methods

Supervised Learning Algorithms

Unsupervised Learning Algorithms

Neural Networks

LSTM and GRU | Autoencoders | Generative adversarial networks | Deep Q-network (DQN) | Bayesian Deep Learning

Our Amazing Customer Success Stories

Over the past 6+ years, Check out the work our dedicated Data Scientists have done for our valuable clients to solve real-life problems and help them overcome start-up challenges.

RETAIL & ECOMMERCE

Customer Segmentation

Core Technologies - Python | PowerBI | JupyterNotebook

Our client was interested in running targeted marketing campaigns by segmenting them into different homogenous groups. We used the customer database to get the RFM values and, with a customized SQL query, pulled the data to a CSV file for RFM analysis in Python. Using the Jupyter Notebook, we did EDA and calculated the RFM values.

EDUCATION

Video Transcript Summarization

Core Technologies - Python | NLP | Flask

We developed an NLP model to create a YouTube video summary and generate QnA for a Europe-based educational institution. To ensure the YouTube transcript summary matches the user-defined length, we used both - Extractive and Abstractive summarization techniques. For the QnA generation, we used BART.

Category Prediction

Core Technologies - Python | NLP | Rasa | Flask | MatPlotLib

We were asked to develop a company category prediction for one of our valuable clients based in the USA. To work upon their request, our Data science developers used an additive model- boosted tree regression (BRT) model, which uses decision trees to learn and predict the category of the company by fetching and analyzing the metatags from the company website's homepage. About the results we brought, the working accuracy score of the company category prediction model was 70%.

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Use Cases for Data Science

Predictive Modeling

Our Data science consultants use present and historical data to build popular data science solutions-predictive modeling that identifies trends and data science patterns and use those insights to predict future outcomes. They can use logistic regression, time series analysis, and decision trees to build unsupervised models. Besides leveraging recent machine learning, neural networks, and standard algorithms, they can build supervised predictive models whether you want domain-specific or industry-specific predictive models.

Recommendation Engines

We are one of the prominent data science consulting companies, having a team of the best data scientists skilled in building content-based, collaborative, or hybrid filtering recommendation engines using behavioral data, computer learning, and statistical modeling. The top industries leveraging our recommendation engines are ECommerce, Retail, Telecom, Media, Banking, and Utilities.

Sentiment and Behavior Analysis

When you are interested in monitoring and understanding the social sentiments of your brand, product, or service, you need a wholesome sentiment and behavior analysis model. As a part of our data science consulting services, we build such models for contextual mining text and monitoring online conversations with set KPIs and creative use of advanced AI, deep learning, and complex ML algorithms. Sentiment and behavior analysis is helpful for eCommerce, Finance, Healthcare, and wearable devices.

Time Series Forecasting Models

We have a team of data scientists capable of creating time series forecasting models using ARIMA (Autoregressive Integrated Moving Average), SARIMA (Seasonal Autoregressive Integrated Moving Average), VAR (Vector Autoregression), and LSTM (Long Short Term Memory network) methods. Time series forecasting has its perks for Finance, ECommerce and Retail, Weather, Government, and the Travel Tourism industry.

Anomaly Detection

We develop anomaly detection aka Outlier Analysis models to find anomalous data indicating critical incidents such as technical glitches, changes in events, and manufacturing defects and to find potential opportunities. We use unsupervised machine learning algorithms like Isolation Forest, Local Outlier Factor, Robust Covariance, One-Class SVM, and One-Class SVM (SGD) to create anomaly detection models that can be used in almost all industries.

Autonomous Vehicles

We are skilled at developing ML algorithms that are good at Perception, Localization, Prediction, Planning, and Control. In perception, we merge data from several sensors. Localization is achieved by using precise maps and sensor data. Prediction allows us to predict the behavior of surrounding objects. Planning helps us optimize the route, and Control allows us to develop algorithms that follow a mix. We leverage our AI, ML, Deep Learning, CNN, and RNN skills to collect data and train algorithms.

Process Optimization

Being one of the top data science consulting firms, we have achieved process optimization using ML algorithms, robotic systems, and online analytics models. A range of predefined process parameters is needed to improve responses like response time, selectivity, and KPI metrics. We custom-built online analytics models and use practical ML algorithms like the Bayesian Optimization algorithm to construct a statistical approximation and parameter points to optimize an autonomous process.

Image Classification

Our image classification models are built to take an input like a picture and output a class. We use convolutional neural networks to train the computer to classify the image based on ‘maximum likelihood’ and ‘minimum distance methods, so it looks at an image with human eyes. We depend on advanced ML algorithms to analyze the image efficiently. We utilize AI-based deep learning models and the Computer Vision technique to analyze and classify images surpassing human-level accuracy.

Why Hire Us as Your Data Science Consulting Company?

At Bacancy, we have a team of data scientists, engineers, analysts, and architects skilled and experienced to assist you in adopting a data-driven culture. A successful data journey begins with a trusted and right data science consulting company. We are known for bringing innovations to the table, right from data management to get pinpoint insights, and adding new technologies to the infrastructure.

We can help you implement data architecture, scale data engineering, collaborate with data analysts, and explore alongside data scientists. You can rely on us for a complete data science lifecycle, AI and ML architecture, and full-scale business analytics initiatives. Our data science consultants bring industry and use case expertise to transform your business and make the most of your unstructured data.

Why Should You Hire Us as Your Data Science Services Partner?

Advantages of Partnering with Bacancy:

Agile methodology
Flexible engagement models
Certified data professionals
A wide range of data science services
360𝆩 View of project development
Experience in working with different industries
Timezone flexibility
Fully signed NDA
100% client satisfaction
Easy exit policy

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Our Extended Capabilities

Hire Data Engineer

Hire Data Analyst

Data Visualization Services

13+ Years and Counting...

By establishing a Data Science development center, we offer our tailored engagement models cater to the unique needs by providing B2B and B2C Dedicated development support.

Our Development Center Strength

1050+

Agile Developers

40+

Data Science Developers

Agile Coaches

Certified Scrum Masters

Work at Your Time Zone

Easy Communication

Hire in 48 Hours

In Business Since 2011

5/5 Pro User Rating

Frequently Asked Questions

Still have questions? Let’s talk

What does a data science consultant do?

Data science consultants are the data science specialists responsible for educating clients on versatile aspects of data science and using modern technology to utilize data for their benefit. In simple terms, they understand the data science challenges faced by clients, review their expectations, and propose data-driven solutions that would enhance the data science competencies, compatibility, structuring, security, analytics skills, and gravity of the data they possess.

What are the charges for data science consulting?

As per the 2020 data, companies paid between $200 to $350 for one-hour data science support and consultation. Besides, the salaries for data scientists ranged from $54,000 to $140,000 per year.

However, if you want to know about our rates, you can find the information on our consulting charges provided above.

What all consulting services in Data Science do you provide?

Here are some of the standard data science services we provide:

Data Preparation
Data Modeling
Data Warehousing
Database Development
Statistical Programming
Resolve issues with existing data science projects
Data science support and maintenance

What are the benefits of using data science consulting services?

To identify data sources and collect data from all the touch points.
Identify problems and growth opportunities.
Cleanse and transform the raw data into structured and meaningful data.
Build and apply ML models to analyze data.
Data analysis and visualization to see the bigger picture.
Perform in-depth analyses and retrieve actionable insights to make informed decisions.
Present data insights in a visually appealing and understanding format.
Get answers to all your queries using data generated within the company.

Top-Tier IT Geniuses

Bacancy Technology is an exclusive hub of top dedicated software developers, UI/UX designers, QA experts, and product managers with incredibly rare and hidden talents you will ever come across. We let you access the exceptional IT talent globally, from independent software developers to fully managed teams.

Time Zone Aligned

Timezone is never a constraint when you are working with Bacancy Technology. We follow a simple procedure- our developers and your time zone. Hire dedicated software developers from us and collaborate from far away to work according to your time zone, deadline, and milestone.

Experienced Team

Whether you are looking for skilled developers in emerging technologies or looking for an extended arm to augment your existing team, we can lend a helping hand in both situations. We are a full-stack software development company with 1050+ skilled and experienced software developers whom you can hire at your convenience to address ongoing business challenges.

LANGUAGES	Python R TypeScript SQL C/C++ Java Julia Scala JavaScript Swift GO MATLAB SAS
FRAMEWORKS	TensorFlow Scikit-learn Keras Pandas Spark MLib PyTorch Matplotlib Numpy Seaborn Theano
LIBRARIES/APIs	TensorFlow NumPy SciPy Pandas Matplotlib Keras SciKit-Learn PyTorch Scrapy BeautifulSoup SQLAlchemy Flask-RESTful XGBoost OpenCV
STORAGE	MongoDB PostgreSQL Google Cloud MySQL Sybase SQLite Company Databases JSON Oracle9i Oracle RDBMS SQL Server Apache Hive NoSQL AWS S3
TOOLS	SAS Apache Spark BigML D3.js MATLAB Excel Tableau ggpplot2 Jupyter Matplotlib NLTK Scikit-Learn TensorFlow Weka
PLATFORMS	Google Cloud Platform (GCP) Docker Jupyter Notebook Amazon Web Services (AWS) Alteryx RStudio DataRobot Anaconda Lambda AWS EC2 H20 RapidMiner TIBCO Domino

Data Science Consulting Services