Most principal investigators spend many hours laboring over proposals to fund their research programs – and for good reason. While competing for funding is the big business for researchers, some have opted to fund their programs in other ways, like building a research consortium. Read more

Most principal investigators spend many hours laboring over proposals to fund their research programs – and for good reason. While competing for funding is the big business for researchers, some have opted to fund their programs in other ways, like building a research consortium. Read more

Matter is made up of molecules which consists of atoms. According to Bohr’s theory, “the atom consists of positively charged nucleus and a number of negatively charged electrons which revolve round the nucleus in various orbits”. When an electron is raised from a lower state to a higher state, it is said to be excited. While exciting, if the electron is completely removed from the nucleus, the atom is said to be ionized. So, the process of raising the atom from normal state to this ionized state is called as ionization. Read more

Global Leadership Sumit  Description : The Global Leadership Summit—the premier leadership event of the year—brings you a two-day catalytic experience of rich learning, new ideas, fresh perspective, and inspiring stories from leading experts spanning a wide range of fields and backgrounds. Read more

Technology and Material Culture in African History:Challenges and Potentials for Research and Teaching An international conference, Dar es Salaam, Tanzania, January 4 – 8, 2023   Call for Papers and Roundtables Read more

Organizational Supports for ADHD Students Primer text from the College of William & Mary.https://education.wm.edu/centers/ttac/documents/packets/adhd.pdf Many students with ADHD have significant difficulties with organization.    They are more likely to respond positively when teachers establish class routines and set procedures and maintain a well-organized learning environment.    Clear rules and advanced planning are keys to success for teachers of students with ADHD. The following organizational supports are particularly useful. Students should be taught to use these tools through teacher modeling and guided practice with feedback before being expected to use them more independently. Read more

This program is an online continuous course with no specific start or end date.  Creating a Culture of Collaboration and Interprofessional Teaming, is an online self-paced course offering. This offering is made possible through the support of Venturit internal  WIzdn team.  Read more

This program is an online continuous course with no specific start or end date.  Creating a Culture of Collaboration and Interprofessional Teaming, is an online self-paced course offering. This offering is made possible through the support of Venturit internal  WIzdn team.  Read more

This program is an online continuous course with no specific start or end date.  Creating a Culture of Collaboration and Interprofessional Teaming, is an online self-paced course offering. This offering is made possible through the support of Venturit internal  WIzdn team. Read more

You and those around you are facing burnout, broken relationships, a divided culture, seemingly endless conflicts, emotionally exhausted teams, and an undefined path ahead. The future is waiting for your vision, your ideas, your action, and your leadership. The future is listening. The future is now. Read more

Deep learning is one of the major subfield of machine learning framework. Machine learning is the study of design of algorithms, inspired from the model of human brain. Deep learning is becoming more popular in data science fields like robotics, artificial intelligence(AI), audio & video recognition and image recognition. Artificial neural network is the core of deep learning methodologies. Deep learning is supported by various libraries such as Theano, TensorFlow, Caffe, Mxnet etc., Keras is one of the most powerful and easy to use python library, which is built on top of popular deep learning libraries like TensorFlow, Theano, etc., for creating deep learning models. Overview of Keras Keras runs on top of open source machine libraries like TensorFlow, Theano or Cognitive Toolkit (CNTK). Theano is a python library used for fast numerical computation tasks. TensorFlow is the most famous symbolic math library used for creating neural networks and deep learning models. TensorFlow is very flexible and the primary benefit is distributed computing. CNTK is deep learning framework developed by Microsoft. It uses libraries such as Python, C#, C++ or standalone machine learning toolkits. Theano and TensorFlow are very powerful libraries but difficult to understand for creating neural networks. Keras is based on minimal structure that provides a clean and easy way to create deep learning models based on TensorFlow or Theano. Keras is designed to quickly define deep learning models. Well, Keras is an optimal choice for deep learning applications. Features Keras leverages various optimization techniques to make high level neural network API easier and more performant. It supports the following features − Consistent, simple and extensible API. Minimal structure - easy to achieve the result without any frills. It supports multiple platforms and backends. It is user friendly framework which runs on both CPU and GPU. Highly scalability of computation. Benefits Keras is highly powerful and dynamic framework and comes up with the following advantages − Larger community support. Easy to test. Keras neural networks are written in Python which makes things simpler. Keras supports both convolution and recurrent networks. Deep learning models are discrete components, so that, you can combine into many ways. Read more

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