Machine Learning Consulting

Machine Learning Consulting

Machine learning is the latest buzzword in the tech world and we find it everywhere.

Consider the example of your smartphone's voice assistant - Siri, Cortana, etc. These voice assistants are trained using machine learning algorithms to understand what you say and return relevant results based on what they learned.

As much as machine learning’s presence in our everyday lives is increasing, many companies are still unsure how to implement it effectively.

This is where our machine learning consulting company comes in. We provide ML consulting services that can be tailored to your needs — so that you can include a custom algorithm right there in your software or build one from scratch. Here are just a few of the ways our ML experts can help you:

  • Develop machine learning algorithms to produce state-of-the-art results.
  • Optimize your software machine learning algorithms.
  • Create a customized development strategy for your company through machine learning consulting.

This is just the beginning. Our team of machine learning consulting experts is ready to help you take advantage of these ML/AI solutions in your organization. If you are interested in how our ML consulting services can help you, reach out to us today for a free consultation!

Customizing the Right Machine Learning Solution

The study of machine learning is closely related to computational statistics and probability theory. It involves mathematical optimization, statistical modeling, stochastic computation and artificial neural networks. Research in machine learning is concerned with producing algorithms that allow computers to learn from data. Learning can be supervised, semi-supervised, unsupervised, or reinforcement-based.

ML Solution

Every machine learning solution we provide in India is customized to choose from ML techniques that are best for your business. We make sure to devise the right approach that maximizes your output and gives you much value for your money.

  • In supervised learning. Each example is paired with a correct answer and the algorithm modifies its internal parameters to minimize the error it makes on new examples. They are often used for classification (recognizing patterns) and regression (forecasting).
  • In unsupervised learning. The algorithm modifies its internal parameters to maximize some criteria without labels. The algorithm finds hidden structures or patterns in the data, which may be used for clustering or dimensionality reduction.
  • In semi-supervised learning. There is a mix of both situations. This is used when there’s a huge volume of data to work on.
  • In reinforcement learning. The algorithms are trained only with rewards and punishments rather than explicit feedback. They try to maximize positive rewards and minimize negative ones.
Solutions

Our ML Consulting Services

Every machine learning model typically involves developing statistical models that can be “fed” with data to detect trends and make predictions automatically. This process requires building algorithms based on patterns found in historical data, enabling the algorithm to make accurate predictions based on previously unknown data. And here are some of the use cases, our machine learning consulting company has worked on:

Image Recognition

Analyzing an image and deciding if it contains a certain object or not.

Natural language processing (NLP)

Understanding text without explicitly programming what each word means.

Robotics

Like the self-driving cars using machine learning to follow traffic rules and avoid collisions.

Big Data Analysis

Fraud detection on transactions or analyzing large amounts of data to predict customer behavior.

Recommendation Systems

Automatically tag pictures using neural networks are on the horizon and provide recommendations for e-commerce apps or content websites.

Sentiment Analysis

Leverage the voice modulations and speech variations to analyze the emotions of the speaker to develop custom responses.

Work

How Do We Approach a Machine Learning Project?

Before you can start using machine learning to improve your business, you need to know what data is useful for this process. What kind of data might benefit from machine learning? How do you identify that data? And how can you effectively implement an ML solution? Our company offers ML consulting solution India will assess your business to determine whether or not our machine learning consulting services can be a good fit for you.

Here are a few questions we ask to help understand your needs and tailor our solutions:

What Kind of Data Do You Have?

Identifying the different types of data is the first step in determining whether or not machine learning consulting would be a good fit. If you have structured data (i.e., numerical or controlled values), unstructured data (i.e., text, images and video), or both, we may be able to help with our ML consulting services.

Before you can start using machine learning to improve your business, you need to know what data is useful for this process.

What’s the Purpose of Your Machine Learning Algorithm?

Are you trying to detect inauthentic comments on a website? Are you trying to classify your products based on their price, color, or shape? Perhaps you are trying to classify comments as positive or negative?

We use tried-and-tested machine learning techniques at par with international standards at scale. Our systems learn from data and deliver predictions based on what they have learned. We apply and adapt the system to help you achieve your goals based on this idea.

What Kind of ML Experts Do You Need?

There is so much domain expertise in developing machine learning systems. Our machine learning consulting company, has experts with over a decade of experience in building large-scale predictive analytics solutions. We know how to assemble the right team for your project, whether you need deep domain expertise in finance or telecom or just want to focus on your core business.

How Can We Devise a Proper ML Solution?

We're here to help you navigate this new world of big data and advanced analytics. We'll help you build a successful analytics strategy by helping you choose the right machine learning tools, building a robust data pipeline, and integrating with other systems.

Our machine learning consulting company has experts in various frameworks like TensorFlow, Caffe, Theano, Torch, H20 and Scikit Learn to devise the best solution.

If you want to hire our expert ML team to work on your project, reach out to us now.