The workshop is a one-day event with invited speakers, oral presentations, and posters. The event brings together faculty, graduate students, and research scientists for an opportunity to connect and exchange ideas. There will be a panel discussion and a mentoring session to discuss current research trends and career choices in machine learning. Underrepresented minorities and undergraduates interested in pursuing machine learning research are encouraged to participate. While all presenters will identify primarily as female, all genders are invited to attend.

AMPLIFY is a 'must-attend' startup competition for entrepreneurs, investors, engineers, and designers that explores up and coming trends in innovation, technology. Most importantly, AMPLIFY showcases the best and brightest female tech entrepreneurs from around the world. During this competition, female entrepreneurs will pitch their early-stage technology startup onstage to a panel of seasoned technorati and investors to be judged based on the innovativeness and viability of the product or service. The winner will receive $20,000 in funding and additional resources such as one year of office space at RocketSpace campus, and a laptop to grow their startup. The event also features inspiring keynote speeches by well-known industry leaders, diplomats and some of the most successful female startup founders and high-tech executives.

How can science help address the many divisions in our communities, in global society, and in science itself? Science plays a unique and important role in how people see and understand the world, and how lines and distinctions are drawn. At this Annual Meeting, we look for ways science is bringing together people, ideas, and solutions from across real and artificial borders, disciplines, sectors, ideologies, and traditions. How can science working across boundaries improve its ability to find solutions to the pressing problems of our age? How can scientists, wherever they work, more effectively engage with the broader society? How can we find better ways to engage the public, especially in expanding access to science and scientific careers? At the international level, science diplomacy builds bridges between countries. How can we encourage more of this, and utilize science as a common ground more locally as well? Can science contribute information that might reduce or mitigate the starkly divergent interests of different populations and demographics, such as urban and rural communities? What boundaries most impede your research or your career? While acknowledging that some boundaries are useful and necessary, the meeting theme considers how research can be applied to problematic separations in the world, and how unhelpful boundaries within science are being addressed.

Do you or someone you know deserve recognition for impactful work within STEM education? Nominate them for a STEM Inspiration Award today! Applications are now open for the 2018 STEM Inspiration Awards, giving professionals involved in STEM education the opportunity to be recognised for their inspiring work. The annual event is a chance for individuals and organisations from across the STEM education sector to really shine. From technicians, educators, STEM Ambassadors, employers and more, the STEM Inspiration Awards acknowledge those who inspire the younger generation in STEM subjects. Shortlisted nominees will be invited to attend an exclusive award ceremony at the Houses of Parliament in London. Make sure to nominate your outstanding colleagues, schools, partners or yourself before applications close 14 September.

It's no secret that the tech industry has never exactly led the way when it comes to gender equality in the workplace. Traditionally a male-dominated world, tech fields are slowly becoming a more feasible option for women, thanks to the increasing visibility and representation of women in the industry. Coupled with the social movement pushing for uniform pay and more equal treatment of women in STEM, things are beginning to move in the right direction, but how close are we really to gender parity in tech? According to a new survey by niche tech recruiters Anderson Frank, while the number of women working in the tech sector is slowly increasing, there's still a ways to go when it comes to board-level representation and wage equality. Compiled from over 10,000 data points, including survey responses from people working in the business software channel and job placement data from the last 12 months, Anderson Frank's salary survey reveals a large percentage of tech workers are not seeing gender equality in their workplaces.

Science has a sexual harassment problem. From the most polished ivory tower to the local community college, harassment pervades lecture halls and laboratories, observatories and offices, teaching hospitals and Antarctic field sites. And it takes an economic and emotional toll on female researchers and stifles their scientific contributions, according to a sweeping new study released. The solution will require a ''systemwide change to the culture and climate in higher education,'' the National Academies of Sciences, Engineering and Medicine conclude. The study draws on decades of research and dozens of interviews with women who were targets of harassment. Though female researchers have talked about the problem for years, some say the findings from one of science's most prestigious institutions come at a critical juncture: As long-rumored allegations involving high-profile scientists finally come to light and organizations rethink their own rules for harassment, the 300-page report could help push substantive change.

Inspired by the re-telling of her sorority sister's engineering success in the now classic film ''Hidden Figures'', a Virginia woman named Gladys West is coming forward with her hidden history and involvement in created a technology most of us use everyday - GPS. As it turns out, like her sorority sister, West is also an important forgotten figure of technological advancement in the U.S. before and during the Civil Rights movement. This time, its West's work on the modern day GPS system during her 42-year career at the Navy base in Dahlgren where her work was essential to her team which developed the Global Positioning System in the 1950s and 1960s.

The Grace Hopper Celebration is the world's largest gathering of women technologists. It is produced by AnitaB.org and presented in partnership with ACM.

Artificial intelligence systems and machine-learning algorithms have come under fire recently because they can pick up and reinforce existing biases in our society, depending on what data they are programmed with. A Stanford team used special algorithms to detect the evolution of gender and ethnic biases among Americans from 1900 to the present. (Image credit: mousitj / Getty Images) But an interdisciplinary group of Stanford scholars turned this problem on its head in a new Proceedings of the National Academy of Sciences paper published April 3. The researchers used word embeddings - an algorithmic technique that can map relationships and associations between words - to measure changes in gender and ethnic stereotypes over the past century in the United States. They analyzed large databases of American books, newspapers and other texts and looked at how those linguistic changes correlated with actual U.S. Census demographic data and major social shifts such as the women's movement in the 1960s and the increase in Asian immigration, according to the research.

Atmospheric scientist Maria Zatko was close to completing her thesis on ground-level ozone in 2014 when she learned of a perfect opportunity to fill a gap in her research on this air pollutant.Zatko and her adviser at the University o f Washington in Seattle realized she could join an ongoing research project in Utah that was studying causes of the area's unusually high ozone levels during winter. Zatko wanted to measure the release of nitrogen oxides from snow. But collecting the snow samples would require a month of fieldwork, and Zatko had no funding to cover the costs. So Zatko decided to try an emerging source for research funding - online crowdfunding. Through a campaign on a website, Experiment.com, she raised $12,000. The cash was ''critical'' to completing her Ph.D., she says. ''Even more important is how it has played out postgraduation,'' she adds, because presenting the data at a conference led to her current job with an environmental consulting firm. ''I'm just eternally grateful'' to the 155 people who responded to her funding plea, she says.