“…Gain hands-on experience of Python programming with industry-standard machine learning techniques using pandas, scikit-learn, and XGBoostKey FeaturesThink critically about data and use it to form and test a hypothesisChoose an appropriate machine learning model and train it on your dataCommunicate data-driven insights with confidence and clarityBook DescriptionIf data is the new oil, then machine learning is the drill. …”

“…A Developer's Guide to Blockchain Programming Fundamentals Blockchain development is entering a period of explosive growth, as real applications gain traction throughout multiple industries and cryptocurrencies earn greater acceptance throughout the financial sector. …”

“…As a result, governments, industries and other stakeholders will need to improve their frameworks for ensuring electricity security through updated policies, regulations and market designs. …”

“…This includes fossil fuel and bioenergy production; power sector generation, transmission, distribution and storage; and end uses, including vehicles and energy efficiency for buildings and industry. It also details segments of the value chain where these jobs are located, including raw materials, manufacturing, construction, utilities, and wholesale, as well as how many are employed for building new projects versus operating existing energy facilities, which includes those working in operating and maintenance of plants. …”

“…This report, Securing Clean Energy Technology Supply Chains, assesses current and future supply chain needs for key technologies - including solar PV, batteries for electric vehicles and low emissions hydrogen - and provides a framework for governments and industry to identify, assess and respond to emerging opportunities and vulnerabilities. …”

“…This new report, which was prepared as part of the IEA's flagship World Energy Outlook series, provides insights for policy makers, industry and other energy stakeholders to help address the energy sector challenges facing Southeast Asia today. …”

“…Available evidence suggests that intra-firm trade represents a significant share of world trade but differs widely across countries and industries. Trade statistics and firm-level data point out that intra-firm trade and vertical integration occur predominantly among OECD countries and that firm behaviour and relationships between buyers and suppliers explain the patterns of intra-firm trade. …”

“…The third that benefits is often the individual transport, and behind the automobile industry with extended power and influence. My hypothesis is that public transport sector is economically very different to classical categories of market sector, while personal utility and real value do not determine the whole market (included supplies and demands) but the phenomena of pseudo market does it. …”

“…In response, governments, industries and other stakeholders will need to improve their frameworks for ensuring electricity security through updated policies, regulations and market designs. …”

“…The author shares his experiences from leading several small and large scale organization transformations in multiple industries across different countries on how to establish a robust foundation for an excellence journey and integrate strategy into daily operations. …”

“…Understand today's investment challenges and the role of the Bloomberg system In recent years, changes have swept through the investment industry like wildfire. Academia has followed along and provided new lenses for viewing this transformation, as well as new strategies for gaining a true understanding and knowledge of investment and financial markets. …”

“…An important source of political opposition to measures aimed at reducing emissions of greenhouse gases (GHGs) arises from concerns over their negative effects on the competitiveness of domestic firms, especially those that are energy-intensive and exposed to competition from foreign producers. Politicians and industry representatives alike fear that imports from countries without similar regulations can gain cost-of-production advantages over domestic goods. …”

“…This book emphasizes the importance of prioritizing well-being within the cybersecurity profession, addressing a concern often overlooked in the industry. You will construct a cybersecurity program that encompasses cybersecurity architecture, identity and access management, cybersecurity operations, vulnerability management, cybersecurity awareness, training, and testing, vendor risk management, and proactive services. …”

“…As AI technologies become increasingly integral to various industries, ensuring their reliability and performance is crucial. …”

“…Broad in scope, the chapters examine diverse areas of work including textile production, war industries, civil service and domestic labour, in contexts from the Middle Ages to the present day. …”

“…Readers discover the positive ways AI is improving our lives, from breakthroughs in healthcare to innovations in everyday industries. Following this, it presents a balanced view of AI’s potential risks, discussing the ethical concerns and societal challenges that arise with misuse, encouraging thoughtful reflection on AI’s impact. …”

“…Middleware is a series of conferences that started in 1998 with the aim of being the premier conference on middleware research and technology, where researchers from academia and industry can present and discuss the latest middleware results. …”

“…As such, SoHeal is establishing itself as an annual venue gathering researchers, industrials, practitioners and open source software community members to share their vision, experience and opinion on what constitutes software health and how such health should be supported, both at the level of software ecosystems and software communities. …”