IBM is launching a new tool which will check biases in algorithms and try to understand how and why they crept in, and how to mitigate them. Called AI Fairness 360 (AIF360), this product by IBM is a comprehensive open-source toolkit of metrics to check for unwanted bias in datasets, machine learning models, and state-of-the-art algorithms. […]
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When we talk about WordPress, “content” and “design” are the first words that come to our mind. These two are definitely a deciding factor on whether the website will get views or not. While the quality is ensured by writers, web designers can chalk out the layout of their WordPress website. One may ask, where […]
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The last couple of decades has witnessed an an over-abundance of two things — data and labels that try to define what can be done with this data to improve the quality of lives. We have had data analysis, business intelligence, business analysis, data mining, business analytics, data science – just to name a few. […]
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While tools and techniques are the most interesting aspect of data science today and make an efficient data scientist, they should not be the only area of focus from a learning perspective to becoming an effective data scientist. It is important to master additional areas such as problem formulation, design thinking, presentation and communication of […]
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Researchers at the University of California, Berkeley and the Boston University have dug deep into the process of how deep neural networks generate ‘hallucinations’ while trying to create captions for images. By hallucinating we mean that neural networks often give strange outputs and predict weird results. Hence the researchers are now working on preventing this […]
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Why Apache Spark? Many processes in machine learning are computationally heavy. Distributing these processes via Apache Spark is the easiest, fastest and most efficient way. In industrial applications there is a need for an engine which is powerful enough to process data in real time and can perform in batch mode, as well as an […]
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Data science has evolved into one of the most lucrative career options over the past few years. It will, therefore, come as no surprise that data scientists are one of the top paid professionals in the industry. In fact, they are hired after a lot of thought and diligence. This sometimes leaves them with very […]
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As the field of application for artificial intelligence is growing, so is its threat landscape. Recent improvements in hardware indicate that AI algorithms are now able to surpass human accuracy in several aspects. However, the technological progress also poses unprecedented ethical challenges. Researchers and AI theorists believe that beside a clutch of economic benefits and […]
The post Progress In Artificial Intelligence Has Opened Doors To Dystopian Threats appeared first on Analytics India Magazine.
Mate Labs a machine learning and AI startup based out of Bengaluru has raised its seed funding worth $550,000. The seed round was led by Omphalos Ventures India LLP. Others investors that participated in the seed round were Eagle 10 Ventures, 91Springboard, Deepak Sharma (ex-Chairman of CITI Bank), Khattar Holding, Sumit Sinha and Tejan […]
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UiPath, a noted enterprise robotic process automation company, has closed its series C funding raising $225 million at a valuation of $3 billion. The round was co-led by existing investor CapitalG and new investor Sequoia Capital. UiPath is reportedly one of the fastest-growing enterprise software companies in the world. The company announced in early July […]
The post Valued At $3 Billion, RPA Co UiPath Now Plans To Increase India Workforce appeared first on Analytics India Magazine.