Blogs or Expert Columns
Three Reasons Manufacturers Must Get Data Governance Right in 2023
Originally Posted Here Three Reasons Manufacturers Must Get Data Governance Right in 2023 In the manufacturing space, digital transformation has made data the oil in many machines – and much like oil, it needs refinement and enrichment. This can be carried out via Data Governance. Good Data Governance translates to smarter, quicker, data-driven decisions, as well as more efficient resource management, reduced security risks, greater trust from customers and suppliers, and stronger regulatory compliance for manufacturers. And yet, many players don’t know how to instill internal policies and processes that ensure [...]
Building a greener, smarter future – why AI adoption in manufacturing goes beyond factory walls
Originally Posted Here Building a greener, smarter future – why AI adoption in manufacturing goes beyond factory walls By now, artificial intelligence is a cog in the well-oiled manufacturing machine. In fact, the AI in manufacturing market is predicted to reach a staggering $16.3 billion by 2027. How has it reached such heights? AI is a key element of the unfolding Fourth Industrial Revolution, being able to track core KPIs, produce accurate forecasting reports, anticipate tech disruptions, detect inefficiencies in real-time, and much, much more. That’s why the likes of BMW, [...]
VERIFIED REVIEW – BI & Data Consulting for Life Coaching Business
BACKGROUND Please describe your company and position. I am the Director of Technology of Brave Thinking Institute Describe what your company does in a single sentence. We a personal development and life coaching business. OPPORTUNITY / CHALLENGE What specific goals or objectives did you hire ThirdEye Data to accomplish? Create a data lake that aggregates from various systems and applications SOLUTION How did you find ThirdEye Data? Online Search Why did you select ThirdEye Data over others? High ratings Great culture fit Good value for cost Company values aligned How many teammates from ThirdEye Data were assigned to this [...]
Revolutionizing Customer Churn Prediction: Unleashing Enterprise Potential with OpenAI
Revolutionizing Customer Churn Prediction: Unleashing Enterprise Potential with OpenAI In today's fiercely competitive business landscape, customer churn poses a significant challenge for enterprises across diverse industries. To tackle this issue effectively, businesses are increasingly turning to advanced technologies and data-driven approaches. OpenAI, an artificial intelligence research laboratory, has emerged as a game-changer in the realm of customer churn prediction. By harnessing OpenAI's capabilities, enterprises can unlock invaluable insights into customer behavior, identify potential churners, and implement proactive strategies to mitigate churn. This article delves into how businesses can leverage OpenAI's prowess to enhance their customer churn prediction efforts. [...]
VERIFIED REVIEW – BI & Analytics for Asset Management Software Company
BACKGROUND Please describe your company and position. I am the CEO of Ecotrak Describe what your company does in a single sentence. Facilities and Asset Management Software OPPORTUNITY / CHALLENGE What specific goals or objectives did you hire ThirdEye Data to accomplish? Aggregating and Analyzing Data using Glue Jobs SOLUTION How did you find ThirdEye Data? Online Search Why did you select ThirdEye Data over others? Great culture fit Company values aligned How many teammates from ThirdEye Data were assigned to this project? 2-5 Employees Describe the scope of work in detail. Please include a summary of key deliverables. [...]
VERIFIED REVIEW – AI Consulting for Glass Manufacturing Company
BACKGROUND Introduce your business and what you do there. I’m the head of R&D at Glas Trösch Group, a glass manufacturing and processing company. We have various operation businesses, the biggest of which is the architectural business. Our company manufactures glass and processes installations, then sells them to facade or window builders. We have an international business in Europe that supplies architectural glass to Singapore, Australia, the US, and the Middle East. We have a smaller business in display glass. Our company also supplies cover glass for different applications, mainly to the automotive industry. Additionally, we provide glass in [...]
VERIFIED REVIEW – Machine Learning Dev & Consulting for Electric Utility Co
BACKGROUND Please describe your company and position. I am the Advisor, AI/ML Program and Products of Southern California Edison Describe what your company does in a single sentence. SCE is a major Electric Utility company in Southern California OPPORTUNITY / CHALLENGE What specific goals or objectives did you hire ThirdEye Data to accomplish? Develop Machine Learning Models Consult on Architecture MLOPS Develop Roadmap and on Continuous Improvement SOLUTION How did you find ThirdEye Data? Referral Why did you select ThirdEye Data over others? Great culture fit Good value for cost Referred to me Company values aligned How many teammates [...]
How OpenAI is Driving Innovation in the Supply Chain Industry
How OpenAI is Driving Innovation in the Supply Chain Industry The supply chain industry is a complex ecosystem that encompasses the movement of goods, information, and funds across various stakeholders. With the advent of artificial intelligence (AI) technologies, the industry is experiencing a profound transformation. One such influential force is OpenAI, a leading AI research organization that has been instrumental in driving innovation and reshaping the supply chain landscape. According to a recent report by Gartner: 95% of supply chains must quickly react to changing conditions, but only 7% are able to execute decisions in [...]
Leveraging Azure OpenAI Solutions for the Manufacturing Industry
Leveraging Azure OpenAI Solutions for the Manufacturing Industry The manufacturing industry is constantly looking for ways to improve their processes, increase efficiency, and reduce costs. One way they can achieve these goals is by leveraging artificial intelligence (AI) and machine learning (ML) technologies. Microsoft offers several Azure OpenAI Solutions that can help the manufacturing industry achieve these goals. Predictive Maintenance with Azure OpenAI Solution In the manufacturing industry, Azure OpenAI Solution can make a significant impact on predictive maintenance. By analyzing data from sensors and other sources, Azure OpenAI Solution algorithms can identify when a machine is [...]
How the E-Commerce Industry is Revolutionizing Customer Experience with Generative AI
How the E-Commerce Industry is Revolutionizing Customer Experience with Generative AI The e-commerce industry has witnessed significant growth in recent years, driven by technological advancements and changing consumer behavior. One of the latest developments in this industry is the integration of generative artificial intelligence (AI) into various aspects of the customer experience. Generative AI, powered by advanced machine learning algorithms like ChatGPT, is transforming the way online businesses interact with customers, personalized recommendations, and enhance overall satisfaction. Personalized Shopping Experiences Generative AI has enabled e-commerce platforms to offer highly personalized shopping experiences to customers. With [...]
Transformations in HR Landscape Driven by AI
Transformations in HR Landscape Driven by AI Artificial intelligence (AI) is transforming practically every business, including recruitment. Recruiters can now improve their workflow, save time, and uncover top talent more quickly thanks to the rise of AI solutions. Finding the appropriate candidate for a position can be an exhausting and tedious task. With so many resumes to sift through, it can be overwhelming to keep up with the sheer volume of applications that come in. But with the help of AI tools, such as language models, the recruiting process can be streamlined and made more efficient. AI-powered [...]
Synthetic Time Series Data Generation
Recently I started working on a Python package which is everything time series, with specific focus on EDA, forecasting, classification and anomaly detection. It will leverage other Python libraries wherever appropriate. My first realization was that I need a Python module to generate synthetic time series data. This post is all about synthetic data generation for time series. Our generation example will be a time series with trend, seasonal cycle and random noise. It’s part of of new Python package zaman, which is in the work in progress stage right now. The source code is in the GitHub repo whakapai. The repo contains [...]
A New Billboard Ad in Hubbali, Karnataka
Hiring in Hubbali, Karnataka! To create awareness about ThirdEye Data’s new office location in Hubbali and the job openings that it needs to fill up, we placed a new billboard ad at a prime commercial location of Hubbali.The billboard ad featured ThirdEye’s logo and messaging for hiring Data Engineers and Data Scientists to serve ThirdEye’s worldwide customers. The ad also included the email address for job seekers to respond to. ThirdEye Data is bringing in truly world-class opportunities to all software developers around the Hubbali, Dharwad, and Belgavi region to serve customers worldwide in niche and hot areas like Data [...]
The Three Pillars for AI Project Success
The Three Pillars for AI Project Success Artificial Intelligence (AI) might seem like it can solve any and all business problems, but success is not guaranteed by any stretch. Nowadays, businesses are so eager to jump on the AI train that they invest in AI projects, but they need to have the necessary foundation in place to make it worthwhile. In fact, Gartner famously predicted that 85% of AI projects would fail in 2022, despite an upward trajectory in the number of businesses investing in AI. The industry value of AI is estimated to increase by over [...]
AI – Past, Present and Future
AI - Past, Present, and Future AI has gone through many cycles of ups and downs. There has been stunning progress as well as a disappointing slump. Fueled by Machine Learning and specifically, Deep Learning there has lot of progress in the last 15 years. But still, we are not anywhere near Artificial General Intelligence. It remains elusive. Here is a survey. The focus is the breadth and not depth. For a deeper study of any particular topic, the citations provided can be followed. Some AI Quotes “The development of full artificial intelligence could spell the end of [...]
ThirdEye Data lance ses services de solutions de données et d’IA au Canada
Originally Posted Here ThirdEye Data lance ses services de solutions de données et d’IA au Canada ThirdEye Data étend ses services au marché canadien avec l’ouverture d’un un nouveau bureau dans le Grand Montréal. L’entreprise établie à San Jose en Californie se spécialise dans l’exploitation des mégadonnées et de l’intelligence artificielle, transformant des entreprises partout dans le monde.
Machinery Fault Detection with Vibration Data Anomaly Detection using Variational Auto Encoder
Machinery Fault Detection with Vibration Data Anomaly Detection using Variational Auto Encoder Auto Encoder is a unsupervised Deep Learning model. Data is encoded to a lower dimensional latent space using an encoder network. The decoder decodes the latent space data trying to reconstruct the original data. With Variational Auto Encoder (VAE), the encoder encodes probability distribution in the latent space. The decoders samples from the latent distribution and decodes to re generate original input. In this post we will find out how VAE can be used to identify faulty machinery by finding anomaly in the vibration data. The implementation is based on [...]
ThirdEye Data lance ses services de solutions de données et d’IA au Canada
Originally Posted Here ThirdEye Data lance ses services de solutions de données et d’IA au Canada ThirdEye Data, une société de San Jose, en Californie, qui se spécialise dans l’exploitation des mégadonnées et de l’intelligence artificielle (IA), étend ses services au marché canadien et ouvre un nouveau bureau dans le Grand Montréal, à Brossard. L’entreprise est établie aux États-Unis depuis plus de dix ans et elle y offre une gamme complète de services en analyse des données, de datalogie et de services d’ingénierie. Elle crée des solutions complètes et intégrées pour [...]
Microsoft Ignite – Ignited the partners all right!
Microsoft Ignite - Ignited the partners all right! This was not the first time that I was attending the Microsoft Ignite event, but this was undoubtedly the first time that I have seen the event ignited in this manner. All presenters were supercharged and excited about the future. The partners were lapping it all up hungrily, attending the various learning pods and getting all charged up. They would then take all this information and knowledge back home to their respective workplaces and countries to spread the pixie dust around! Indeed the ecosystem that Microsoft has created around itself is [...]
ThirdEye Data to start providing Data & AI Services & Solutions across Canada
Originally Posted Here ThirdEye Data to start providing Data & AI Services & Solutions across Canada ThirdEye Data has opened up a new office in Montreal, extending its services to the Canadian market. The artificial intelligence and big data company is based in San Jose, CA, and transforms enterprises worldwide with its Data & AI services & solutions. It's a one-stop shop for data science, analytics, and engineering services. ThirdEye Data has served the U.S. market for over a decade, building end-to-end solutions for startup companies and Fortune 500 enterprises, creating a solid [...]
Patient Appointment Management Optimization with Simulated Annealing
Optimization involves finding a set of problem parameter values that corresponds to minimization of some cost value. There is a class optimization algorithms calledHeuristic Optimization for real world complex non linear optimization problems. Many of them are inspired by natural processes. Simulated Annealing is one such algorithm. We will use this algorithm to find optimum patient appointments in a doctor’s office. The implementation is part of my Python package called arotau. It contains various heuristic optimization algorithm implementation. I will be adding more in future. Here is the GitHub repo. Simulated Annealing Simulated Annealing (SA) algorithm is inspired by the physical annealing process. In physical [...]
Stock Portfolio Balancing with Monte Carlo Simulation
Portfolio balancing is a complex optimization problem. The problem can be stated as assignment of weights to different stocks in the portfolio so that a metric called Sharpe Ratio is maximized. In this post we will see how Monte Carlo simulation provides a simple solution. The approach is brute force, because with simulation we will be doing random search through the solution space. The Monte Carlo simulation module is part of my Python package matumizi. Here is the GitHub repo. The main focus of matumizi is a Exploratory Data Analysis(EDA) module with over 100 functions Portfolio Balancing The goal of balancing is to find a [...]
ThirdEye Data Opens New Office in Hubbali, Karnataka
Silicon Valley based ThirdEye Data Opens Hubbali, Karnataka Offices for Delivering Data & AI Services for Worldwide Customers ThirdEye Data is a Silicon Valley based Data & AI services company that has been transforming companies like Walmart, Microsoft, British Petroleum, Southern California Edison, Xperi, and a host of other big and small companies, with its data & AI solutions. ThirdEye mainly works with the latest state-of-the-art Data Sciences and Data Engineering technologies. It has decades of experience in technologies like Artificial Intelligence, Machine Learning, Data Lakes, Data Pipelines, Data Warehousing, Business Intelligence, Azure, AWS, and Google Clouds, among [...]
Pricing Policy Evaluation and Comparison with Temporal Difference Learning
There are two main kinds of problems in Reinforcement Learning (RL), evaluation of a policy aka the prediction problem and finding the best policy aka the control problem. A policy dictates the action to be taken given the current state. In this post, we will evaluate 2 pricing policies for air fare using Temporal Difference (TD) learning algorithms. Then we will use a policy improvement algorithm to find the better of the 2 policies. We will use my Python package for RL called qinisa. It has some classic Reinforcement Learning and Multi Arm Bandit algorithms.Here is the GitHub repo. Reinforcement Learning Reinforcement Learning is used for decision making under uncertain [...]
