Blogs or Expert Columns
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 [...]
Three reasons the energy sector must urgently deploy AI technologies
Three reasons the energy sector must urgently deploy AI technologies Earlier this year, hackers gained access to the networks of a Canadian gas pipeline and were able to conduct an emergency shutdown of the whole system. While an attack of this magnitude is uncommon, the energy sector as a whole is becoming a top target for criminals. More worryingly, these attacks are set to become more sophisticated and damaging with time. The energy sector quite literally powers daily life for people. It provides an essential resource to communities, and if its services are disrupted, energy companies have to [...]
ThirdEye Data Achieves ISO 27001 Certification
ThirdEye Data Achieves ISO 27001 Certification San Jose, CA, July 25, 2023 – ThirdEye Data, a leading provider of Data & AI solutions, today announced that it has achieved ISO 27001:2013 certification. The certification was awarded by CertPro LLC, an independent auditing firm. ISO 27001 is an international standard that specifies requirements for an information security management system (ISMS). An ISMS is a set of policies and procedures that organizations can use to manage their information security risks. “We are proud to have achieved ISO 27001:2013 certification,” said Dj Das, CEO of ThirdEye Data. “This certification demonstrates our [...]
ThirdEye Data Completes SOC 2 Type 1 Certification
ThirdEye Data Completes SOC 2 Type 1 Certification San Jose, CA, July 25, 2023 – ThirdEye Data, a leading provider of Data and AI solutions, today announced that it has successfully completed the Type 1 Service Organization Control (SOC) 2 certification. The audit was conducted by an independent CPA firm, CertPro LLC, and assessed ThirdEye Data’s security, availability, processing integrity, confidentiality, and privacy controls. ThirdEye is also working on SOC 2 Type 2 certification. “We are proud to have achieved SOC 2 Type 1 certification,” said Dj Das, CEO of ThirdEye Data. “This certification demonstrates our commitment to [...]
Unleashing the Power of Generative AI in Shaping the Future of HR
Unleashing the Power of Generative AI in Shaping the Future of HR The field of Human Resources (HR) plays a pivotal role in driving organizational success through talent management, employee engagement, and strategic workforce planning. In today's fast-paced digital landscape, traditional HR practices are undergoing a transformative shift due to cutting-edge technologies. Among these technologies, Generative AI stands out as a powerful tool with the potential to revolutionize HR by enhancing decision-making, streamlining processes, and unlocking the full potential of human capital. In this blog post, we will explore the profound impact of Generative AI on the future [...]
How Route Mapping Solutions Can Enhance Business Operations
In today's competitive business environment, businesses are constantly looking for ways to improve their efficiency and reduce their costs. One way to do this is by using route mapping solutions. Route mapping solutions use data and AI to help businesses plan the most efficient routes for their deliveries. This can save businesses time and money, and it can also improve customer satisfaction. There are a number of benefits that businesses can enjoy by using route mapping solutions. These benefits include: Reduced delivery times: Route mapping solutions can help businesses to reduce their delivery times by finding the most efficient routes. [...]
How AI is helping us become a plastic-free Earth
How AI is helping us become a plastic-free Earth Plastic pollution is a global problem that is harming our oceans, wildlife, and even our own health. But there is hope. Artificial intelligence (AI) is being used to develop innovative new solutions that could help us to become a plastic-free Earth. AI can be used to: Improve waste management: AI can be used to automate waste collection and sorting, which can help to reduce the amount of plastic that ends up in landfills or incinerators. AI can also be used to develop new recycling technologies that can more efficiently turn [...]
How AI Could Have Avoided the Titan Submersible Implosion
How AI Could Have Avoided the Titan Submersible Implosion On June 18, 2023, the Titan submersible, carrying five people on a voyage to the century-old wreck of the Titanic, was destroyed due to an implosion. The submersible was traveling at a depth of around 3,800 meters (12,400 feet), where the water pressure is nearly 6,000 pounds per square inch (psi). The implosion is believed to have been caused by a failure of the submersible's pressure hull. This could have been due to a number of factors, including a manufacturing defect, damage from an underwater obstacle, or a failure [...]
Data Mesh VS Data Fabric: A Comparative Analysis of Modern Data Management Approaches
Data Mesh VS Data Fabric: A Comparative Analysis of Modern Data Management Approaches Data Mesh and Data Fabric are two approaches used in managing and organizing data within an organization. While they share some similarities, they also have distinct characteristics that suit different contexts. Here's a realistic comparison to help you understand which approach may be more suitable for your needs: Data Mesh: Data Mesh is an organizational paradigm that promotes decentralized ownership and management of data. It advocates for breaking down data silos and distributing data responsibilities to cross-functional teams. Each team becomes responsible for the data [...]
Canada’s pipeline hack was a warning. Here’s why we need AI to protect our energy infrastructure
Originally Posted Here Canada’s pipeline hack was a warning. Here’s why we need AI to protect our energy infrastructure Artificial intelligence can keep atop of cybersecurity maintenance by providing real-time, autonomous protection against the likes of zero-day threats, which exploit bugs or access in software. In April, hackers successfully breached the networks of a Canadian gas pipeline. Once in, they were able to increase valve pressure, disable alarms, and make emergency shutdowns. An attack at this level is unprecedented, but the reality is the energy sector is increasingly exposed to malicious players. One [...]
