Blogs or Expert Columns
ThirdEye Data Recognized in ISG Provider Lens™ Study for 2024
ThirdEye Data Recognized in ISG Provider Lens™ Study for 2024 We are thrilled to announce that ThirdEye Data has been recognized in the ISG Provider Lens™ Specialty Analytics Services 2024 – Global Region study, excelling in two key categories: Data Science Services Specialist and Data Engineering Services Specialist. This recognition marks a significant achievement, highlighting our commitment to delivering cutting-edge data-driven solutions and transformative business insights. What is ISG Provider Lens™? The ISG Provider Lens™ Quadrant studies are a benchmark for excellence in the technology services market, providing a comprehensive view of the top players across specific regions [...]
AI for Machining: The Impact on Precision and Efficiency
AI for Machining: The Impact on Precision and Efficiency Manufacturing is undergoing a change, particularly with the advent of Artificial Intelligence (AI) – an amalgamation of advanced statistical and mathematical techniques with computing technologies. Presently, manufacturing sector is challenged, mainly amongst others, by the shortage of skilled manpower. Additionally, workforce attrition is another factor that adds to the challenges. In view of the problem, many projects and studies have been commissioned across the world to assess the effect of increased production costs due to unavailability of skilled labor. This is particularly relevant to high-wage countries grappling with labor [...]
How AI and Data Analytics are Revolutionizing Sales for Manufacturers
How AI and Data Analytics are Revolutionizing Sales for Manufacturers In the bustling world of manufacturing, the pursuit of higher sales figures isn't just a goal; it's the bottom line of the industry. Yet, amidst the challenges of evolving consumer demands, market fluctuations, and operational complexities, traditional methods often fall short. This is where the groundbreaking integration of Artificial Intelligence (AI) and Data Analytics emerges as a transformative force, reshaping the landscape and propelling manufacturers into a new era of sales excellence. Let’s illustrate with a case study. A seasoned IT products manufacturer based in California has long grappled [...]
The Hidden Cost of Manual Gauge Readings: Explaining the AI Solutions for Manufacturing Industry
The Hidden Cost of Manual Gauge Readings: Explaining the AI Solutions for Manufacturing Industry For decades, manufacturing has relied on manual gauge readings to monitor critical production variables like temperature, pressure, and machine vibration. These readings, often taken by human workers, are prone to errors, delays, and inconsistencies. This seemingly simple task harbors a hidden cost that can significantly impact on production bottom line. The Problem: Inaccuracies and Delays in Manual Gauge Readings Human Error: Studies show that manual readings can have an error rate of up to 5%, often due to fatigue, distraction, or misinterpretations. This translates to [...]
NVIDIA CEO Foresees India’s IT Sector as Global AI Vanguard
NVIDIA CEO Foresees India's IT Sector as Global AI Vanguard In a significant development marking the convergence of technological innovation and international collaboration, NVIDIA CEO Jensen Huang recently engaged in talks with India's Prime Minister Narendra Modi. Their discussions revolved around leveraging India's formidable IT talent pool to spearhead the global artificial intelligence (AI) revolution. Huang's remarks shed light on NVIDIA's commitment to partnering with the Indian government and various corporate entities, underscoring India's pivotal role in shaping the future of AI. "India has the largest population of IT professionals, there is no question they will be re-skilled [...]
Demystifying Physics with Deep Learning: A Guide to Physics-Informed Neural Networks (PINNs) with Python
Demystifying Physics with Deep Learning: A Guide to Physics-Informed Neural Networks (PINNs) with Python At ThirdEye Data, we're passionate about pushing the boundaries of Artificial Intelligence (AI) and its impact on various fields. Today, we delve into a fascinating area - Physics-Informed Neural Networks (PINNs) - and explore their potential with Python. Imagine this: solving complex physical equations with the ease of feeding data into a computer program. PINNs make this a reality, bridging the gap between deep learning and the established principles of physics. What are PINNs? PINNs are a specialized type of neural network designed to [...]
Time Series Classification with Neural Network using Random Sub Sequence Statistics as Features
Time Series Classification with Neural Network using Random Sub Sequence Statistics as Features Deep Learning models generally extract features in the early layers of the network. It does away with the need for manual feature engineering making it attractive ML technique. However, this not always the case, time series clustering and classification being some examples, unless you use complex solution involving RNN and MLP. Time series forecasting is easier. You can feed raw time series data to auto regressive DL models like Transformer or LSTM. In this post we will use a feature engineering technique called interval statistics to engineer features for a [...]
Unreasonable Claim of Reasoning Ability of LLM
Unreasonable Claim of Reasoning Ability of LLM Reasoning is critical for problem solving, decision making and in general for human intelligence. There have been various claims of reasoning abilities of LLM. Typically these claims are based on few anecdotal examples, followed by by some broad brush conclusions. There have several papers debunking such claims, demonstrating how LLM fails for non trivial reasoning tasks. I will review two of those papers showing how the so called reasoning ability is an illusion. I will also show how the success for simple reasoning tasks can be explained by co occurrence pattern learning and In [...]
ThirdEye Data Reinforces Commitment to Data Security with ISO 27001 and SOC 2 Compliance
ThirdEye Data Reinforces Commitment to Data Security with ISO 27001 and SOC 2 Compliance In today's interconnected world, data has become the lifeblood of businesses, driving innovation, decision-making, and competitive advantage. As organizations amass vast troves of sensitive information, data security has emerged as a paramount concern, safeguarding the integrity, confidentiality, and availability of this invaluable asset. ThirdEye Data, a leading provider of Data & AI solutions, understands the profound importance of data security. The company's recent achievement of both ISO 27001 and SOC 2 compliance underscores its unwavering commitment to protecting its clients' data and upholding the [...]
Navigating the Labyrinth of Deepfakes and Clearfakes: Risks, Challenges, and Solutions
Navigating the Labyrinth of Deepfakes and Clearfakes: Risks, Challenges, and Solutions The rapid advancement of artificial intelligence (AI) has brought about a plethora of transformative technologies, revolutionizing industries and reshaping our daily lives. However, amidst the undeniable benefits lies a lurking threat: the rise of deepfakes and clearfakes. These sophisticated techniques have the potential to manipulate media content, posing a significant threat not only to society but also to individual and organizational financial security. Deepfakes vs. Clearfakes: Understanding the Nuances Deepfakes and clearfakes, often used interchangeably, are distinct technologies with different modus operandi. Deepfakes: Deepfakes leverage deep learning [...]
Transforming Real Estate: ThirdEye Data’s Vision for AI Integration
Transforming Real Estate: ThirdEye Data's Vision for AI Integration In a recent meeting between industry leaders Diane and Dj Das of ThirdEye Data, the potential of artificial intelligence (AI) in revolutionizing the real estate sector took center stage. The conversation delved into the myriad ways AI could reshape traditional real estate practices, creating efficiencies, and providing valuable insights. This blog explores the key takeaways, actionable steps, and the overarching vision that positions ThirdEye Data as a catalyst for AI integration in the real estate market. Unlocking the Potential of AI in Real Estate Real Estate and AI: A [...]
Significance and Applications of Edge AI
Significance and Applications of Edge AI “Edge AI : Designing Today & Future” In the era of rapidly growing & changing AI technology day by day, we need a solution to cater the immensely large data produced by small devices, mobile computing and the Internet of Things (IoT) when used in network. Management of this vast amount of data is challenging task without compromising performance and latency is a complex puzzle that requires optimized solutions. So, Here the AI edge comes into the picture! The Emergence and Understanding of Edge AI AI edge, or Edge AI, is a [...]
OpenAI Launched GPT-4 Turbo
OpenAI has Launched GPT-4 Turbo with 128k Context, Customizable ChatGPT Agents, and Enhanced APIs In a groundbreaking move, OpenAI has unveiled a suite of transformative AI advancements that are set to reshape the landscape of artificial intelligence. The company's recent DevDay event showcased a series of innovations, including the release of 128k Context GPT-4, customizable ChatGPT agents, and enhanced APIs. 128k Context GPT-4: A Leap in AI Contextual Understanding A significant milestone in AI development, GPT-4 Turbo boasts a quadrupled context limit of 128k, enabling it to process and comprehend prompts as extensive as entire books. This remarkable [...]
Time Series Data Exploration with Wavelet Transform
Time Series Data Exploration with Wavelet Transform Time series data provides time domain information and Fast Fourier Transform provides frequency domain information only. What if you wanted both, for example you may be interested in frequency domain information only within a specified time range. Wavelet transform provides time and frequency domain information simultaneously. In this post we will explore machinery vibration data using Wavelet transform. The implementation is in my time series Python package called zaman. Here is the GitHub repo. Wavelet Transform Wavelet Transform is like Fourier transform in that it decomposes a signal into a set of basis functions, which is [...]
The Multi-Faceted Journey of Determining ML Model Success Criteria
The Multi-Faceted Journey of Determining ML Model Success Criteria In the world of Machine Learning (ML), defining the success criteria for your models is a crucial but often complex task. Many people tend to fixate on the idea of achieving a high percentage of accuracy, like 80% or 90%, as a one-size-fits-all benchmark. However, the reality is far more nuanced. Model success is not merely confined to a single, universal threshold; it's a dynamic and multifaceted journey. Model Accuracy: Not One-Size-Fits-All The accuracy of an ML model hinges on a multitude of factors, and one percentage may not [...]
Customization of LLM ChatBots with Retrieval Augmented Generation
Customization of LLM ChatBots with Retrieval Augmented Generation For many domain specific business application the pre trained LLM is not enough. Customization is necessary. Out of the box pre trained black box models, even with prompt tuning may be inadequate. There are two ways to customize LLM with recent or private data. The solution is either Fine Tuning(FT) or Retrieval Augmented Search (RAG). For various reasons Fine Tuning is often not viable. In this post we will review RAG, including the technique, pros, cons and it’s inner workings. Why Retrieval Augmented Generation LLM although trained on massive amount of data still [...]
Comparative Study on AI and OCR for Data Extraction
In today's data-driven world, extracting information swiftly and accurately is a cornerstone of business success. This comparative study illuminates why Artificial Intelligence (AI) stands as the superior choice for data extraction when pitted against Optical Character Recognition (OCR). By delving into the depths of these technologies, we uncover the reasons why AI outshines OCR in delivering efficiency, versatility, and precision. Data Extraction using AI Techniques Data extraction using AI techniques mainly include machine learning algorithms to recognize and extract data from various sources. AI can handle unstructured data, making it highly versatile. Some key techniques include: Natural Language Processing [...]
Beware of Fraudulent Activities
Back To Main Site Beware of Fraudulent Activities It has come to our notice that some unscrupulous individuals have been resorting to certain fraudulent activities, such as providing offers of jobs, sending fake letters of recruitment and other communications impersonating as ThirdEye Data and/or ThirdEye Data's authorized representatives and seeking money from job aspirants. These fraudsters impersonate ThirdEye Data's employees and use the company name/logo, brand names and images illegally, without authorization, and try to extract money as security deposit, documentation processing fees, application fees, recruiting agency commission or training fees. ThirdEye Data is [...]
Data and AI Workshop in Hubballi, 2023
Data and AI Workshop in Hubballi Event Date: 18th August, 2023 Location: KLE Technological University, Vidya Nagar, Hubballi ThirdEye Data also hosted a data and AI workshop at KLE Tech University. The workshop was attended by over 100 students and focused on the latest trends in data and AI. The workshop was based on Safera Lab - A Crime Analysis Platform using sample crime data, PowerBI, and Azure Environment. Glimpses from the Data & AI Workshop: Key Highlights of the Data & AI Workshop: [...]
New Office Inauguration in Hubballi
New Office Inauguration in Hubballi Event Date: 18th August, 2023 Location: KLE CTIE Tech Park, Vidya Nagar, Hubballi The new office is located at KLE Tech Park and is a state-of-the-art facility that will house ThirdEye Data's growing team of data and AI engineers. The office is equipped with the latest technology and will allow the new team to gain hands-on experience on enterprise AI solutions. Glimpses from the New Office Inauguration Event: Key Highlights of the New Office [...]
Round Table Conference and Announcements in Hubballi, 2023
Round Table Conference and Announcements Event Date: 17th August, 2023 Location: Dennisons Hotel, 110, Dollars Colony, Hubballi ThirdEye Data hosted a round table conference with the industry leaders to introduce the company, their mission and vision for Hubballi. The industry leaders were very excited to have ThirdEye in action for the growth of HDB Cluster. They also expressed their views and suggestions to be successful with ThirdEye’s Hubballi expansion. Glimpses from the Round Table Conference: Key [...]
ThirdEye Data Expands its Full-Fledged Operations in Hubballi
ThirdEye Data Expands its Full-Fledged Operations in Hubballi ThirdEye Data, a Silicon Valley-based data and AI services company, recently expanded its operations in Hubballi, Karnataka. The company opened a new office, hosted multiple engaging events like Data and AI Workshop, Round Table Conference & Dinner Meet with industry leaders, and a Press Meet to announce their plans. They got commendable strategic and on-ground support from KDEM, FUEL, KLE Tech University and TIE to successfully host the events. Glimpses from the Events [...]
Silicon Valley based ThirdEye Data Opens Hubbali, Karnataka Offices for Delivering Data & AI Services for Worldwide Customers
Silicon Valley based ThirdEye Data Opens Hubbali, Karnataka Offices for Delivering Data & AI Services for Worldwide Customers Hubli, Karnataka - 17th August, 2023 - ThirdEye Data is a Silicon Valley based Data & AI services, solutions, and products 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 services, solutions, and products. 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, Generative [...]
Time Series Sequence Anomaly Detection with Markov Chain
Time Series Sequence Anomaly Detection with Markov Chain There are many algorithms for anomaly detection in time series including Deep Learning based solutions. The anomalies are of 2 types, point and sequence. Sequence anomaly detection is generally of more interest for time series data. In this post we will go through an anomaly detection technique based on the join probability of a sub sequence. The joint probability is approximated based on the first order Markov Chain assumption. We will use ECG data as an example. We will detect anomaly in the ECG data caused by an abnormal heart condition. The implementation [...]
