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64,823	How To Build Your Data Science Competency For A Post-Covid Future	The world collectively has been bracing for a change in the job landscape. Driven largely by the emergence of new technologies like data science and artificial intelligence (AI), these changes have already made some jobs redundant. To add to this uncertainty, the catastrophic economic impact of the Covid-19 pandemic h...	The world collectively has been bracing for a change in the job landscape. Driven largely by the emergence of new technologies like data science and artificial intelligence (AI), these changes have already made some jobs redundant. To add to this uncertainty, the catastrophic economic impact of the Covid-19 pandemic h...	["AI Trends"]	["Applications of Data Mining", "covid-19", "Data analyst jobs", "Data Science", "what is data science"]	Anu Thomas	2020-05-08T12:00:00	2020	988	["what is data science", "data science", "scikit-learn", "artificial intelligence", "machine learning", "covid-19", "AI", "PyTorch", "Keras", "ML", "Data analyst jobs", "Applications of Data Mining", "analytics", "Data Science", "TensorFlow"]	["AI", "artificial intelligence", "machine learning", "ML", "data science", "analytics", "TensorFlow", "PyTorch", "Keras", "scikit-learn"]	https://analyticsindiamag.com/ai-trends/how-to-build-your-data-science-competency-for-a-post-covid-future/	3	10	2	false	true	true
10,060,860	Mathangi Sri appointed as Chief Data Officer of CredAvenue	Mathangi Sri has been appointed as the Chief Data Officer at CredAvenue, a debt product suite and marketplace company. Sri joined CredAvenue from Gojek, where she headed data strategy for GoFood and played a key role in building various AI and ML solutions. “I would be building the data strategy encapsulating data scie...	Mathangi Sri has over 20 patent grants in the area of intuitive customer experience and user profiles.	["AI News"]	["chief data officer", "gojek", "Mathangi Sri"]	SharathKumar Nair	2022-02-17T11:06:01	2022	235	["data science", "Go", "Mathangi Sri", "AI", "chief data officer", "gojek", "ML", "Python", "data engineering", "data governance", "GAN", "R", "startup"]	["AI", "ML", "data science", "Python", "R", "Go", "data engineering", "data governance", "GAN", "startup"]	https://analyticsindiamag.com/ai-news-updates/mathangi-sri-appointed-as-chief-data-officer-of-credavenue/	2	10	3	true	false	false
2,077	Interview – Ajay Ohri, Author “R for Business Analytics”	Ajay Ohri of Decisionstats.com has recently published ‘R for Business Analytics’ with Springer. The book is now available on Amazon at http://www.amazon.com/R-Business-Analytics-A-Ohri/dp/1461443423 The introduction of the book- R for Business Analytics looks at some of the most common tasks performed by business analy...	Ajay Ohri of Decisionstats.com has recently published ‘R for Business Analytics’ with Springer. The book is now available on Amazon at http://www.amazon.com/R-Business-Analytics-A-Ohri/dp/1461443423 The introduction of the book- R for Business Analytics looks at some of the most common tasks performed by business anal...	["AI Features"]	["Interviews and Discussions", "Oracle Interview"]	Дарья	2012-11-16T15:50:26	2012	1,085	["big data", "Go", "startup", "programming_languages:R", "AI", "cloud computing", "Oracle Interview", "Aim", "analytics", "GAN", "R", "Interviews and Discussions"]	["AI", "analytics", "Aim", "cloud computing", "R", "Go", "big data", "GAN", "startup", "programming_languages:R"]	https://analyticsindiamag.com/ai-features/interview-ajay-ohri-author-r-for-business-analytics/	4	10	4	false	false	false
30,533	How Is AI Guiding The Navigation Of Autonomous Planetary Rovers	Source: NASA Whether locating a position of a planet or taking pictures, human dependency in planetary rovers might take long hours. With an advanced AI, researchers are developing deep learning algorithms to perform the necessary image observation and shorten the localization process drastically. This article highligh...	Whether locating a position of a planet or taking pictures, human dependency in planetary rovers might take long hours. With an advanced AI, researchers are developing deep learning algorithms to perform the necessary image observation and shorten the localization process drastically. This article highlights some of th...	["AI Features"]	["autonomous systems"]	Bharat Adibhatla	2018-11-22T09:21:45	2018	746	["ai_frameworks:JAX", "Go", "machine learning", "programming_languages:R", "AI", "neural network", "autonomous systems", "deep learning", "JAX", "GAN", "R"]	["AI", "machine learning", "deep learning", "neural network", "JAX", "R", "Go", "GAN", "ai_frameworks:JAX", "programming_languages:R"]	https://analyticsindiamag.com/ai-features/how-is-ai-guiding-the-navigation-of-autonomous-planetary-rovers/	3	10	0	true	false	true
50,991	Data Privacy: How Big Tech Companies Like Facebook Cross The Line	The last few years, we have seen data privacy issues becoming mainstream. In many cases, big tech companies have been found to have mishandled consumer data, or mining data without their consent. The case for data privacy is becoming even more relevant as we move into the age of AI. The argument is hot, and tech compan...	The last few years, we have seen data privacy issues becoming mainstream. In many cases, big tech companies have been found to have mishandled consumer data, or mining data without their consent. The case for data privacy is becoming even more relevant as we move into the age of AI. The argument is hot, and […]	["AI Features"]	["Big Tech", "Data Privacy", "data protection", "surveillance", "tech companies", "what is big data"]	Vishal Chawla	2019-12-02T18:00:00	2019	860	["Go", "API", "what is big data", "surveillance", "AI", "R", "digital transformation", "programming_languages:R", "programming_languages:Go", "Git", "Data Privacy", "Big Tech", "analytics", "Rust", "tech companies", "data protection"]	["AI", "analytics", "R", "Go", "Rust", "Git", "API", "digital transformation", "programming_languages:R", "programming_languages:Go"]	https://analyticsindiamag.com/ai-features/data-privacy-big-tech-companies-facebook/	3	10	0	false	false	false
10,097,178	Infosys Signs Mega AI Deal Worth $2B, Shares Rise Over 3%	India’s second-largest software services exporter Infosys has informed the stock exchanges that it has entered into a new agreement with an undisclosed established client to provide AI and automation services over a period of five years. The partnership has an estimated target spend of $2 billion. The announcement push...	The undisclosed established client will provide AI and automation services over a period of five years.	["AI News"]	["AI India", "BSE", "India AI", "Indian IT", "Infosys", "TCS", "Wipro"]	Tasmia Ansari	2023-07-19T11:56:02	2023	324	["India AI", "Wipro", "ChatGPT", "GenAI", "Go", "Infosys", "AI", "OpenAI", "R", "BSE", "GPT", "Ray", "Aim", "generative AI", "AI India", "Indian IT", "TCS"]	["AI", "generative AI", "GenAI", "ChatGPT", "OpenAI", "Aim", "Ray", "R", "Go", "GPT"]	https://analyticsindiamag.com/ai-news-updates/infosys-signs-mega-ai-deal-worth-2b-shares-rise-over-3/	2	10	2	false	false	false
10,014,327	Implications Of Allowing Private Sector Into Indian Space Industry	The Department of Space recently released a draft for a new space policy, that eased the regulations on private entities to participate in space-based activities. The policy wants to promote the participation of the private industry in India to provide space-based communication, both within the country and outside, to ...	The Department of Space recently released a draft for a new space policy, that eased the regulations on private entities to participate in space-based activities. The policy wants to promote the participation of the private industry in India to provide space-based communication, both within the country and outside, to ...	["IT Services"]	["IN-SPACe", "ISRO"]	Kashyap Raibagi	2020-12-15T11:00:00	2020	714	["Go", "ISRO", "AWS", "AI", "cloud_platforms:AWS", "innovation", "programming_languages:R", "RAG", "IN-SPACe", "Aim", "ViT", "R"]	["AI", "Aim", "RAG", "AWS", "R", "Go", "ViT", "innovation", "cloud_platforms:AWS", "programming_languages:R"]	https://analyticsindiamag.com/it-services/implications-of-allowing-private-sector-into-indian-space-industry/	2	10	3	false	false	false
10,056,800	Hands-On Guide to Hugging Face PerceiverIO for Text Classification	Nowadays, most deep learning models are highly optimized for a specific type of dataset. Computer vision and audio analysis can not use architectures that are good at processing textual data. This level of specialization naturally influences the development of models that are highly specialized in one task and unable t...	A perceiver is a transformer that can handle non-textual data like images, sounds, and video, as well as spatial data.	["Deep Tech"]	["Data Science", "Deep Learning", "Hugging Face", "Python", "text classification"]	Vijaysinh Lendave	2021-12-22T16:00:00	2021	1,162	["Hugging Face", "text classification", "NumPy", "AI", "neural network", "PyTorch", "Transformers", "computer vision", "Python", "Ray", "Colab", "deep learning", "Deep Learning", "Data Science"]	["AI", "deep learning", "neural network", "computer vision", "Ray", "PyTorch", "Hugging Face", "Transformers", "Colab", "NumPy"]	https://analyticsindiamag.com/deep-tech/hands-on-guide-to-hugging-face-perceiverio-for-text-classification/	4	10	0	true	true	true
10,091,321	Can You Upload Your Mind and Live Forever?	After the tragic death of her partner, Martha comes across a service that lets people stay in touch with the deceased. This is the plot of an episode in the Black Mirror anthology series, which explores the darker side of tech. The episode, called ‘Be Right Back’ was released in 2013, however, a decade later, keeping y...	Despite the ethical concerns surrounding it, the desire to reconnect with deceased loved ones could be a powerful driver for the demand for these technologies.	["AI Highlights"]	[]	Pritam Bordoloi	2023-04-13T16:30:00	2023	896	["Go", "AI", "Git", "RAG", "GPT", "Ray", "Aim", "ViT", "R", "llm_models:GPT"]	["AI", "Aim", "Ray", "RAG", "R", "Go", "Git", "GPT", "ViT", "llm_models:GPT"]	https://analyticsindiamag.com/ai-highlights/can-you-upload-your-mind-and-live-forever/	2	10	0	false	true	false
2,285	The Rise of Autonomous Cars In India	Let’s talk cases first. Google was the first company to launch self-driving cars. Tesla Motors, General Motors and Ford soon followed suit. Uber, the on-demand car player last year announced a $300 million deal with Swedish car maker Volvo to develop fully driverless, or autonomous, cars by 2021. The company acquired O...	Let’s talk cases first. Google was the first company to launch self-driving cars. Tesla Motors, General Motors and Ford soon followed suit. Uber, the on-demand car player last year announced a $300 million deal with Swedish car maker Volvo to develop fully driverless, or autonomous, cars by 2021. The company acquired O...	["IT Services"]	[]	AIM Media House	2017-09-01T06:42:25	2017	738	["Go", "AWS", "AI", "RPA", "ML", "innovation", "RAG", "ViT", "analytics", "R"]	["AI", "ML", "analytics", "RAG", "AWS", "R", "Go", "ViT", "RPA", "innovation"]	https://analyticsindiamag.com/it-services/rise-autonomous-cars-india/	4	10	4	true	false	false
10,172,794	Indian BFSI Reinvents Risk Detection with AI-Driven Early Warning Systems	Non-performing assets (NPAs) have long plagued India’s banking and financial services sector. Traditional methods of credit risk management have often failed to detect early signs of borrower distress. As credit portfolios continue to grow in size and complexity, there’s also a critical need to consider automation and ...	“AI models excel at connecting the dots across seemingly unrelated data points to detect early signs of credit stress.”	["AI Features"]	["BFSI", "early warning systems"]	Smruthi Nadig	2025-07-03T12:37:43	2025	1,017	["machine learning", "TPU", "AI", "BFSI", "sentiment analysis", "ML", "MLOps", "early warning systems", "RAG", "NLP", "Aim", "analytics"]	["AI", "machine learning", "ML", "NLP", "analytics", "MLOps", "Aim", "RAG", "sentiment analysis", "TPU"]	https://analyticsindiamag.com/ai-features/indian-bfsi-reinvents-risk-detection-with-ai-driven-early-warning-systems/	3	10	3	true	true	false
10,040,142	Delhi Traffic? No Problem. Now, AI Will Show You The Way	Even with the improvement of public transportation and the growing concern over the environmental impact automobiles pose, cities have not seen a substantial decrease in congestion—if at all. Traffic management remains a vital concern in city planning—especially in Asia, which accounted for 6 of the top 10 cities with ...	Even with the improvement of public transportation and the growing concern over the environmental impact automobiles pose, cities have not seen a substantial decrease in congestion—if at all. Traffic management remains a vital concern in city planning—especially in Asia, which accounted for 6 of the top 10 cities with ...	["AI Features"]	[]	Mita Chaturvedi	2021-05-16T16:00:00	2021	669	["Go", "machine learning", "artificial intelligence", "programming_languages:R", "AI", "innovation", "ML", "programming_languages:Go", "ViT", "R"]	["AI", "artificial intelligence", "machine learning", "ML", "R", "Go", "ViT", "innovation", "programming_languages:R", "programming_languages:Go"]	https://analyticsindiamag.com/ai-features/delhi-traffic-no-problem-now-ai-will-show-you-the-way/	4	10	1	false	false	true
49,102	Google Has A Chief Decision Scientist, Who Is She	When it comes to data science, there is a lot of confusion considering the job definitions. There are still many companies who don’t even have a clear idea of what kind of data science professionals they need to solve their business problems. While many aspirants and employers are still pondering over designations like...	When it comes to data science, there is a lot of confusion considering the job definitions. There are still many companies who don’t even have a clear idea of what kind of data science professionals they need to solve their business problems. While many aspirants and employers are still pondering over designations like...	["Global Tech"]	[]	Harshajit Sarmah	2019-10-30T18:00:18	2019	589	["big data", "data science", "Go", "machine learning", "artificial intelligence", "AI", "ViT", "analytics", "GAN", "R"]	["AI", "artificial intelligence", "machine learning", "data science", "analytics", "R", "Go", "big data", "GAN", "ViT"]	https://analyticsindiamag.com/global-tech/data-science-google-decision-scientist/	3	10	1	false	true	false
10,141,371	Perplexity’s Shopping Assistant is a Killer	California-based conversational search engine Perplexity is taking a step ahead with its new upgrade, introducing new shopping features that go beyond traditional search capabilities. CEO Aravind Srinivas believes Perplexity can be India’s AI app. His recent tweet suggested market potential for the search engine in Ind...	Gone are the days of traditional shopping as AI takes over.	["AI Features"]	["AI (Artificial Intelligence)"]	Aditi Suresh	2024-11-21T17:03:00	2024	755	["Go", "ChatGPT", "GenAI", "OpenAI", "AI", "AWS", "ML", "RAG", "generative AI", "R", "AI (Artificial Intelligence)"]	["AI", "ML", "generative AI", "GenAI", "ChatGPT", "OpenAI", "RAG", "AWS", "R", "Go"]	https://analyticsindiamag.com/ai-features/perplexitys-shopping-assistant-is-a-killer/	2	10	2	false	false	true
14,830	Big Data and Analytics is now being used in greening the planet	Microsoft is undertaking several projects dedicated to sustainability Microsoft has been making significant contributions in Tech for Good and has taken significant steps towards environment conservation. The company’s going green mantra is underscored by the $1.1 million in 2016, fundraising and 5,949 number of volunt...	Microsoft has been making significant contributions in Tech for Good and has taken significant steps towards environment conservation. The company’s going green mantra is underscored by the $1.1 million in 2016, fundraising and 5,949 number of volunteering hours put in by its employees. But it doesn’t stop there. Micro...	["IT Services"]	["Azure cloud platform"]	Amit Paul Chowdhury	2017-05-09T12:26:05	2017	1,155	["Go", "machine learning", "AI", "cloud computing", "Azure", "R", "Azure cloud platform", "RAG", "Ray", "analytics", "predictive analytics"]	["AI", "machine learning", "analytics", "Ray", "RAG", "predictive analytics", "cloud computing", "Azure", "R", "Go"]	https://analyticsindiamag.com/it-services/big-data-analytics-now-used-greening-planet/	3	10	3	false	false	true
10,005,992	Visualizations With SandDance Using Visual Studio Code	In the past we have seen many visualization tools like PowerBI, Tableau, Salesforce, Splunk, etc. and lots of libraries like matplotlib, plotly, ggplot, bamboolib, etc., but how many of us have seen a code editor helping us with visualizations without having to code? Interesting right? This is possible by using the San...	In the past we have seen many visualization tools like PowerBI, Tableau, Salesforce, Splunk, etc. and lots of libraries like matplotlib, plotly, ggplot, bamboolib, etc., but how many of us have seen a code editor helping us with visualizations without having to code? Interesting right? This is possible by using the San...	["Deep Tech"]	["apm data science"]	Rithwik Chhugani	2020-09-03T18:00:31	2020	832	["data science", "Go", "Plotly", "AI", "ETL", "RAG", "Python", "apm data science", "programming_languages:Python", "Matplotlib", "R"]	["AI", "data science", "Matplotlib", "Plotly", "RAG", "Python", "R", "Go", "ETL", "programming_languages:Python"]	https://analyticsindiamag.com/deep-tech/visualizations-with-sanddance-using-visual-studio-code/	3	10	0	true	false	false
6,542	Machine Learning For Better And More Efficient Solar Power Plants	Machine learning techniques support better solar power plant forecasting. Machine learning techniques play a crucial role in deciding where to build a plant when accurate or limited location data is available. Machine learning techniques help maintain smart grid stability. The global solar photovoltaic (PV) installed c...	Machine learning techniques support better solar power plant forecasting. Machine learning techniques play a crucial role in deciding where to build a plant when accurate or limited location data is available. Machine learning techniques help maintain smart grid stability. The global solar photovoltaic (PV) installed c...	["IT Services"]	[]	AIM Media House	2014-12-11T17:16:27	2014	656	["Go", "TPU", "machine learning", "programming_languages:R", "AI", "neural network", "programming_languages:Go", "Git", "RAG", "R"]	["AI", "machine learning", "neural network", "RAG", "TPU", "R", "Go", "Git", "programming_languages:R", "programming_languages:Go"]	https://analyticsindiamag.com/it-services/machine-learning-better-efficient-solar-power-plants/	4	10	1	true	false	true
53,705	How Legal Sports Betting Industry Can Win The Gamble With Artificial Intelligence	Those days are almost gone when one placed a bet on their favourite team hiding from authorities — sports betting is legal now in many parts of the world. While betting, whether one loves their team or a player or places a bet purely hating the opposing team, one needs to have some knowledge aka in technical terms, som...	Those days are almost gone when one placed a bet on their favourite team hiding from authorities — sports betting is legal now in many parts of the world. While betting, whether one loves their team or a player or places a bet purely hating the opposing team, one needs to have some knowledge aka […]	["AI Features"]	[]	Sameer Balaganur	2020-01-13T16:20:36	2020	721	["Go", "machine learning", "artificial intelligence", "ELT", "AI", "programming_languages:R", "ML", "programming_languages:Go", "GAN", "R"]	["AI", "artificial intelligence", "machine learning", "ML", "R", "Go", "ELT", "GAN", "programming_languages:R", "programming_languages:Go"]	https://analyticsindiamag.com/ai-features/how-legal-sports-betting-industry-can-win-gamble-with-artificial-intelligence/	3	10	1	false	true	true
15,464	Online learning gets personal with Great Lakes personalized Business Analytics Certificate Program	To state the importance of data and analytics, it’s best to put it this way. It regularly features in the most wanted skillset and with the current IT landscape in a flux, upskilling with a business analytics course has become the safest way to stay relevant in the ever-evolving technology sector. But in the current en...	To state the importance of data and analytics, it’s best to put it this way. It regularly features in the most wanted skillset and with the current IT landscape in a flux, upskilling with a business analytics course has become the safest way to stay relevant in the ever-evolving technology sector. But in the current […...	["AI Trends"]	["Business Analytics"]	Richa Bhatia	2017-06-06T09:28:03	2017	982	["Go", "machine learning", "programming_languages:R", "AI", "Git", "RAG", "Aim", "analytics", "Business Analytics", "GAN", "R"]	["AI", "machine learning", "analytics", "Aim", "RAG", "R", "Go", "Git", "GAN", "programming_languages:R"]	https://analyticsindiamag.com/ai-trends/online-learning-gets-personal-great-lakes-personalized-business-analytics-certificate-program/	2	10	3	true	true	true
10,116,706	HCLTech and CAST Expand Partnership to Offer Customised Chips to OEMs	HCLTech, a leading global technology company, and Computer Aided Software Technologies, Inc. (CAST), a semiconductor intellectual property (IP) cores provider, announced plans to scale their partnership to offer customised chips to enable original equipment manufacturers (OEMs) across industries accelerate their digita...	This will help OEMs in varied industries including automotive, consumer electronics and logistics, to significantly reduce engineering risk and development costs.	["AI News"]	["HCL Technology"]	Pritam Bordoloi	2024-03-19T12:50:10	2024	220	["API", "programming_languages:R", "AI", "digital transformation", "Git", "RAG", "automation", "HCL Technology", "R"]	["AI", "RAG", "R", "Git", "API", "digital transformation", "automation", "programming_languages:R"]	https://analyticsindiamag.com/ai-news-updates/hcltech-and-cast-expand-partnership-to-offer-customised-chips-to-oems/	2	8	1	false	false	false
10,004,909	The Journey Of Computer Vision To Healthcare Industry	Artificial intelligence is becoming a part of every conversation that we have today. One of the important subfields of AI, computer vision has recently exploded in terms of advances and use cases. Akshit Priyesh, who is a data scientist at Capgemini took through an interesting journey of how the research in computer vi...	Artificial intelligence is becoming a part of every conversation that we have today. One of the important subfields of AI, computer vision has recently exploded in terms of advances and use cases. Akshit Priyesh, who is a data scientist at Capgemini took through an interesting journey of how the research in computer vi...	["AI Features"]	["Computer Vision"]	Srishti Deoras	2020-08-15T16:00:07	2020	689	["Replicate", "artificial intelligence", "programming_languages:R", "AI", "computer vision", "Ray", "llm_models:Gemini", "Computer Vision", "Rust", "R", "programming_languages:Rust"]	["AI", "artificial intelligence", "computer vision", "Ray", "R", "Rust", "Replicate", "llm_models:Gemini", "programming_languages:R", "programming_languages:Rust"]	https://analyticsindiamag.com/ai-features/the-journey-of-computer-vision-to-healthcare-industry/	2	10	1	true	false	true
17,693	Asset Management Is Being Completely Disrupted By Data Science. Here’s How.	The financial services industry has always been working with large volumes of data and when it comes to asset management, the data volume increases multi-fold. The last decade has witnessed massive growth in the financial services industry in terms of data analytics technologies. While the early algorithms used structu...	The financial services industry has always been working with large volumes of data and when it comes to asset management, the data volume increases multi-fold. The last decade has witnessed massive growth in the financial services industry in terms of data analytics technologies. While the early algorithms used structu...	["IT Services"]	["digitisation"]	Priya Singh	2017-09-13T09:03:18	2017	859	["data science", "machine learning", "AI", "neural network", "digitisation", "ML", "sentiment analysis", "Aim", "analytics", "predictive analytics", "fraud detection"]	["AI", "machine learning", "ML", "neural network", "data science", "analytics", "Aim", "predictive analytics", "fraud detection", "sentiment analysis"]	https://analyticsindiamag.com/it-services/asset-management-completely-disrupted-data-science-heres/	3	10	3	false	true	true
67,872	Hands-On Guide to Predict Fake News Using Logistic Regression, SVM and Naive Bayes Methods	There are more than millions of news contents published on the internet every day. If we include the tweets from twitter, then this figure will be increased in multiples. Nowadays, the internet is becoming the biggest source of spreading fake news. A mechanism is required to identify fake news published on the internet...	In this article, we will train the machine learning classifiers to predict whether given news is real news or fake news. For this task, we will train three popular classification algorithms – Logistics Regression, Support Vector Classifier and the Naive-Bayes to predict the fake news. After evaluating the performance o...	["Deep Tech"]	["Classification", "logistic regression", "Naive Bayes classifier", "Support Vector Machine"]	Dr. Vaibhav Kumar	2020-06-22T15:00:00	2020	776	["Go", "Classification", "NumPy", "machine learning", "TPU", "programming_languages:R", "AI", "data_tools:Pandas", "Naive Bayes classifier", "logistic regression", "Support Vector Machine", "programming_languages:Go", "R", "Pandas"]	["AI", "machine learning", "Pandas", "NumPy", "TPU", "R", "Go", "programming_languages:R", "programming_languages:Go", "data_tools:Pandas"]	https://analyticsindiamag.com/deep-tech/hands-on-guide-to-predict-fake-news-using-logistic-regression-svm-and-naive-bayes-methods/	4	10	0	true	false	false
17,209	Analytics India Companies Study 2017	Each year we come out with our study of Analytics firms in India. The goal is to put numbers into the scale and depth of how various organizations around analytics and related technologies have surfaced in recent years. Here’s our annual study for this year. Read Analytics India Companies Study 2016 Read Analytics Indi...	Each year we come out with our study of Analytics firms in India. The goal is to put numbers into the scale and depth of how various organizations around analytics and related technologies have surfaced in recent years. Here’s our annual study for this year. Read Analytics India Companies Study 2016 Read Analytics Indi...	["AI Features"]	[]	Дарья	2017-08-24T09:56:06	2017	328	["Go", "programming_languages:R", "AI", "programming_languages:Go", "Git", "RAG", "Aim", "analytics", "GAN", "R"]	["AI", "analytics", "Aim", "RAG", "R", "Go", "Git", "GAN", "programming_languages:R", "programming_languages:Go"]	https://analyticsindiamag.com/ai-features/analytics-india-companies-study-2017/	3	10	0	false	false	false
51,707	Baidu Goes On A Patent Frenzy; Applies For ML-Based Audio Synthesis Ownership	Baidu has come out on top as the leading artificial intelligence patent application leader eclipsing the likes of Tencent and Huawei. Reportedly, Baidu is also leading in the highly competitive area of intelligent driving, with 1,237 patent applications. After years of research, Baidu has developed a comprehensive AI e...	Baidu has come out on top as the leading artificial intelligence patent application leader eclipsing the likes of Tencent and Huawei. Reportedly, Baidu is also leading in the highly competitive area of intelligent driving, with 1,237 patent applications. After years of research, Baidu has developed a comprehensive AI ...	["AI Trends"]	["Baidu", "CNNs", "Machine Learning", "Patent"]	Ram Sagar	2019-12-11T19:00:13	2019	871	["artificial intelligence", "TPU", "AI", "neural network", "ML", "Machine Learning", "Patent", "RAG", "NLP", "Aim", "deep learning", "Baidu", "CNNs", "R"]	["AI", "artificial intelligence", "ML", "deep learning", "neural network", "NLP", "Aim", "RAG", "TPU", "R"]	https://analyticsindiamag.com/ai-trends/baidu-patent-china-machine-learning-united-states-ip-theft/	4	10	2	true	false	false
10,103,431	Microsoft Doesn’t Really Need OpenAI, it Wants AGI	Striking at just the right moment, Satya Nadella, chairman and CEO at Microsoft, swiftly onboard Sam Altman at Microsoft. Altman will be joined by former president of OpenAI Greg Brockman and a few other researchers from the company in dire straits, notably Jakub Pachocki, the person leading GPT-4. Absorbing Altman and...	According to OpenAI, Microsoft will not have exclusive rights to use OpenAI’s post-AGI model.	["Global Tech"]	["Greg Brockman", "Sam Altman"]	Pritam Bordoloi	2023-11-21T15:18:19	2023	986	["Go", "ChatGPT", "Sam Altman", "GPT-5", "AI", "OpenAI", "Greg Brockman", "GPT", "generative AI", "Rust", "GAN", "R"]	["AI", "generative AI", "GPT-5", "ChatGPT", "OpenAI", "R", "Go", "Rust", "GPT", "GAN"]	https://analyticsindiamag.com/global-tech/microsoft-doesnt-really-need-openai-it-wants-agi/	2	10	3	false	false	false
10,119,210	Financial Times Enters into a Content Licensing Agreement with OpenAI	The Financial Times has entered into an agreement with OpenAI to license its content so that the AI startup can build new AI tools. According to a press release from FT, users of ChatGPT will see summaries, quotes, and direct links to FT articles. Any query yielding information from the FT will be clearly credited to t...	Agreement comes as OpenAI seeks data from reliable sources to train latest AI models.	["AI News"]	["ChatGPT", "Microsoft", "OpenAI"]	Sukriti Gupta	2024-04-29T16:12:05	2024	233	["Anthropic", "ChatGPT", "OpenAI", "AI", "AWS", "GPT", "generative AI", "GAN", "R", "Microsoft", "startup"]	["AI", "generative AI", "ChatGPT", "OpenAI", "Anthropic", "AWS", "R", "GPT", "GAN", "startup"]	https://analyticsindiamag.com/ai-news-updates/financial-times-enters-into-a-content-licensing-agreement-with-openai/	2	10	3	false	false	false
10,049,972	Google Upgrades Translatotron, Its Speech-to-Speech Translation Model	Google AI has introduced the second version of Translatotron, their S2ST model that can directly translate speech between two different languages without the need for many intermediary subsystems. Automatically generated S2ST systems are made up of speech recognition, machine translation, and speech synthesis subsystem...	Google claims the revised version can successfully transfer voice even when the input speech consists of multiple speakers.	["Global Tech"]	["Speech Analytics"]	Avi Gopani	2021-09-30T14:00:00	2021	816	["Go", "data augmentation", "TPU", "Speech Analytics", "AI", "programming_languages:R", "ML", "programming_languages:Go", "Aim", "R"]	["AI", "ML", "Aim", "TPU", "R", "Go", "data augmentation", "programming_languages:R", "programming_languages:Go"]	https://analyticsindiamag.com/global-tech/google-upgrades-translatotron-its-speech-to-speech-translation-model/	4	9	1	false	true	true
45,151	The Art In Data Science: From Visualisations To Storytelling	Data Science is a high-ranking profession that allows the curiosity to make game-changing discoveries in the field of Big Data. A report from Indeed, one of the top job sites has shown a 29% increase in demand for data scientists year over year. Moreover, since 2013, the demand has increased by a whopping 344%. So, wha...	Data Science is a high-ranking profession that allows the curiosity to make game-changing discoveries in the field of Big Data. A report from Indeed, one of the top job sites has shown a 29% increase in demand for data scientists year over year. Moreover, since 2013, the demand has increased by a whopping 344%. So, […...	["AI Features"]	["Business Intelligence", "Data Visualisation"]	Sunil Sharma	2019-08-29T14:00:33	2019	1,203	["data science", "Go", "machine learning", "AI", "neural network", "Data Visualisation", "Git", "Python", "deep learning", "analytics", "Business Intelligence", "R"]	["AI", "machine learning", "deep learning", "neural network", "data science", "analytics", "Python", "R", "Go", "Git"]	https://analyticsindiamag.com/ai-features/the-art-in-data-science-from-visualisations-to-storytelling/	4	10	2	false	false	true
10,140,986	OpenAI Launches ChatGPT Desktop Version, Mirroring Microsoft’s Copilot	ChatGPT can now work with different apps on macOS and Windows desktops, OpenAI announced on X on 15 November. This marks the company’s first direct attempt at computer vision and agent control. ChatGPT 🤝 VS Code, Xcode, Terminal, iTerm2ChatGPT for macOS can now work with apps on your desktop. In this early beta for Pl...	OpenAI enters into computer vision and agent control.	["AI News"]	["ChatGPT", "OpenAI"]	Sanjana Gupta	2024-11-15T14:07:57	2024	550	["Anthropic", "ChatGPT", "Go", "OpenAI", "AI", "autonomous agents", "computer vision", "Aim", "Claude 3.5", "R"]	["AI", "computer vision", "ChatGPT", "OpenAI", "Claude 3.5", "Anthropic", "Aim", "autonomous agents", "R", "Go"]	https://analyticsindiamag.com/ai-news-updates/openai-launches-chatgpt-desktop-version-mirroring-microsofts-copilot/	2	10	2	true	false	false
10,135,702	Most Successful Companies are the Ones that Pivoted	The origin of many big companies is not as straightforward as it seems. Finding the correct product market fit can take months or even years for many, and is sometimes farther from the original idea. The term ‘pivot’ was first publicly used by Eric Ries, an entrepreneur and author, in his book about how course correct...	“The idea maze is a perfect competition.”	["AI Features"]	["Startups"]	Aditi Suresh	2024-09-18T19:12:27	2024	904	["Go", "ChatGPT", "Hugging Face", "machine learning", "OpenAI", "AI", "GPT", "CLIP", "GAN", "Startups", "R"]	["AI", "machine learning", "ChatGPT", "OpenAI", "Hugging Face", "R", "Go", "GPT", "CLIP", "GAN"]	https://analyticsindiamag.com/ai-features/most-successful-companies-are-the-ones-that-pivoted/	3	10	5	true	true	false
10,115,679	Oracle Enhances Cloud Suite with Additional AI Features for Key Business Areas	Oracle at its flagship event Oracle CloudWorld London has announced the integration of new generative AI capabilities into its Oracle Fusion Cloud Applications Suite, a move set to significantly enhance decision-making and user experiences across various business domains. The suite now includes over 50 generative AI us...	The suite now includes over 50 genAI use cases, built on OCI and designed to respect enterprise data, privacy, and security.	["AI News"]	["Oracle"]	Shyam Nandan Upadhyay	2024-03-14T15:57:57	2024	361	["Go", "API", "programming_languages:R", "AI", "ML", "programming_languages:Go", "Oracle", "Aim", "ViT", "generative AI", "R"]	["AI", "ML", "generative AI", "Aim", "R", "Go", "API", "ViT", "programming_languages:R", "programming_languages:Go"]	https://analyticsindiamag.com/ai-news-updates/oracle-enhances-cloud-suite-with-additional-ai-features-for-key-business-areas/	2	10	3	false	false	false

End of preview. Expand in Data Studio

Analytics India Magazine Technical Articles Dataset 🚀

Dataset Description

This comprehensive dataset contains 25,685 high-quality technical articles from Analytics India Magazine, one of India's leading publications covering artificial intelligence, machine learning, data science, and emerging technologies.

✨ Dataset Highlights

📚 Comprehensive Coverage: Latest AI models, frameworks, and tools
🔬 Technical Depth: Extracted keywords and complexity scoring
🏭 Industry Focus: Real-world applications and insights
⚡ Multiple Formats: JSON and optimized Parquet files
🎯 ML Ready: Pre-processed and split for training

Dataset Statistics

Metric	Value
Total Articles	25,685
Technical Articles	25,647
Average Word Count	724 words
Language	English
Source	Analytics India Magazine

🎯 Technologies Covered

AI & Machine Learning

Large Language Models: GPT, Claude, Gemini, Llama
Frameworks: TensorFlow, PyTorch, Hugging Face
MLOps Tools: MLflow, Weights & Biases, Kubeflow
Agent Frameworks: LangChain, AutoGen, CrewAI

Programming & Tools

Languages: Python, JavaScript, SQL
Cloud Platforms: AWS, Azure, GCP
Development: APIs, Docker, Kubernetes

📊 Dataset Structure

Core Fields

title: Article title
content: Full article content (cleaned)
excerpt: Article summary
author_name: Article author
publish_date: Publication date
url: Original article URL

Technical Metadata

extracted_tech_keywords: Technical terms found in content
technical_depth: Number of technical keywords
complexity_score: Technical complexity (0-4)
word_count: Article length
categories: Article categories
tags: Content tags

Quality Indicators

has_code_examples: Contains code snippets
has_tutorial_content: Tutorial or how-to content
is_research_content: Research or analysis
has_external_links: Contains external references

📋 Dataset Splits

Split	Examples	Purpose
Train	19,221	Model training
Validation	2,136	Hyperparameter tuning
Test	3,769	Final evaluation

🚀 Quick Start

Using Hugging Face Datasets

from datasets import load_dataset

# Load the dataset
dataset = load_dataset("abhilash88/aim-technical-articles")

# Access splits
train_data = dataset["train"]
test_data = dataset["test"]

# Filter technical articles
technical_articles = dataset.filter(
    lambda x: x["technical_depth"] >= 3
)

Using Pandas

import pandas as pd

# Load from JSON
df = pd.read_json("aim_full_dataset.json")

# Load from Parquet (faster)
df = pd.read_parquet("aim_full_dataset.parquet")

# Convert list columns back from JSON strings
import json
df['categories'] = df['categories'].apply(json.loads)
df['extracted_tech_keywords'] = df['extracted_tech_keywords'].apply(json.loads)

🎯 Use Cases

Machine Learning

Text Classification: Topic classification, difficulty assessment
Content Generation: Article summarization, content creation
Recommendation Systems: Technical content recommendations
Question Answering: Technical QA systems

Business Intelligence

Trend Analysis: Technology trend identification
Market Research: Industry insights and analysis
Content Strategy: Editorial planning and optimization

Education & Research

Curriculum Development: AI/ML course creation
Knowledge Mining: Technical concept extraction
Academic Research: Technology adoption studies

📦 Available Files

Standard Formats

aim_full_dataset.json - Complete dataset
aim_full_dataset.csv - CSV format
aim_full_dataset.parquet - Optimized Parquet format

Specialized Subsets

aim_quality_dataset.json - High-quality articles (300+ words)
aim_technical_dataset.json - Highly technical content
aim_tutorial_dataset.json - Educational content
aim_research_dataset.json - Research and analysis articles

ML-Ready Splits

train.json / train.parquet - Training data
test.json / test.parquet - Test data
validation.json / validation.parquet - Validation data (if available)

📈 Content Quality

Duplicate Removal: All articles are unique by ID
Content Filtering: Minimum word count requirements
Technical Validation: Verified technical keywords
Clean Processing: HTML removed, text normalized
Rich Metadata: Comprehensive article classification

⚖️ Ethics & Usage

Licensing

License: MIT License
Attribution: Analytics India Magazine
Usage: Educational and research purposes recommended

Content Guidelines

All content is publicly available from the source
Original URLs provided for attribution
Respects robots.txt and rate limiting
No personal or private information included

📚 Citation

@dataset{aim_technical_articles_2025,
  title={Analytics India Magazine Technical Articles Dataset},
  author={Abhilash Sahoo},
  year={2025},
  publisher={Hugging Face},
  url={https://huggingface.co/datasets/abhilash88/aim-technical-articles}
}

🤝 Contact & Support

Dataset Creator: Abhilash Sahoo
Hugging Face: @abhilash88
Source: Analytics India Magazine

For questions, issues, or suggestions, please open a discussion on the Hugging Face dataset page.

🔄 Updates & Versions

Version 2.0 (Current): Enhanced processing, technical depth scoring
Last Updated: 2025-07-11
Processing Pipeline: Optimized extraction with 2025 tech coverage

🎯 Ready to power your next AI project with comprehensive technical knowledge!

This dataset captures the cutting edge of AI and technology discourse, perfect for training models, research, and building intelligent applications.

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