Courses

Explore a groundbreaking approach to designing Extended Reality (XR) interfaces through this conference talk on MineXR, a novel design mining workflow and data analysis platform. Discover how MineXR collects and analyzes personalized XR user interaction and experience data, enabling the elicitation of customized interfaces. Learn about the innovative process where participants create interface elements using their own smartphone screenshots, place them in the environment, and preview the resulting XR layout on a headset. Gain insights from a comprehensive dataset of personalized XR interfaces, including 695 XR widgets created from 178 unique applications by 31 participants. Delve into the findings on XR widget functionalities, categories, clusters, UI element types, and placement. Access open-source tools and data to support future XR interface development and research.

Explore Colorado's Abandoned Mines Water Quality Webportal in this 34-minute webinar that demonstrates how to access and utilize comprehensive data from statewide abandoned mine surveys and sampling efforts. Navigate the innovative collaborative platform that consolidates water quality information from state and federal agencies, streamlining access to critical data for remediation and resource management decisions. Learn to interpret water quality data related to abandoned mine sites, locate mine positions and discharge status information, and access field survey forms and site photographs. Discover how this tool supports ongoing assessment and remediation of pollution sources across Colorado's watersheds while facilitating informed decision-making through up-to-date, centralized data access.

Explore innovative surface water solutions for effective mining closures in this informative webinar. Gain insights into the unique challenges mining activities pose to waterways and aquifers, and learn about short-term and long-term environmental risks. Discover proposed and completed closure solutions designed to mimic natural processes along watercourses. Delve into technical aspects of creek diversion, design considerations, and examine real-world examples such as the large-scale Marillana Creek diversion. Witness live footage of implemented solutions and participate in a Q&A session with mining industry experts. Understand the importance of preserving water bodies while protecting assets and human lives in the context of mine closures.

Explore the fascinating history of the Kargaly Mines in this 15-minute educational video that uncovers the world's largest prehistoric copper mining operation. Journey to the steppes between the Ural Mountains and the Caspian Sea to discover how ancient civilizations, including the Yamnaya and Srubnaya cultures, transformed the landscape through extensive mining operations nearly 4,000 years ago. Learn about the remarkable engineering feat of vertical shaft mining and the intricate network of tunnels stretching hundreds of kilometers that yielded an estimated 150,000 tons of copper during the Bronze Age. Delve into the sophisticated ore prospecting techniques, daily life of the miners, ritualistic practices, and the complex trade networks that distributed Kargaly copper across ancient Europe. Understand the factors that ultimately led to the abandonment of this massive mining complex and its lasting impact on archaeological understanding of Bronze Age metallurgy and commerce.

Explore the geopolitical and environmental challenges surrounding critical minerals in this thought-provoking panel discussion from Aspen Ideas: Climate. Delve into the complexities of sourcing essential materials for clean energy infrastructure while considering the impact on economies, communities, and the environment. Learn from experts Hilary C. Tompkins, Steven D'esposito, Abigail Wulf, and Heidi Heitkamp as they discuss innovative approaches to make the inherently extractive mining industry more sustainable and beneficial. Gain insights into the global race for critical minerals and discover potential solutions for a more responsible and equitable future in clean energy development. Moderated by Sagatom Saha, this one-hour conversation offers a comprehensive look at the intersection of critical minerals, clean energy, and sustainable practices in the context of climate change mitigation.

Explore the rise of coinminers in this 21-minute conference talk from BSidesSF 2018. Dive into the world of cryptocurrency mining threats, examining their impact on home computers and cloud providers. Learn about the technical aspects of coinminers, methods for capturing and analyzing them, and techniques for extracting valuable intelligence. Discover how to identify the individuals behind these operations and automate doxing tactics for large-scale miner hunting. Gain insights into tracking profits and revenue from mining campaigns, including surprising discoveries of millionaire miners. Acquire defensive strategies for detecting, preventing, and remediating coinminers across multiple systems. Conclude with key predictions about the future of this evolving and evasive threat in the cybersecurity landscape.

Learn to elevate your guitar solos by seamlessly blending minor and major scales in this 16-minute guitar lesson. Discover the SUPERSCALE technique, which combines elements of both scales to create sophisticated and dynamic solos. Explore practical examples and exercises designed to help you incorporate this advanced soloing approach into your playing. Gain insights into crafting more expressive and melodically rich guitar solos that transcend traditional scale boundaries.

ABOUT THE COURSE:Mine Closure Planning is now mandatory for all mining operations in India and abroad. The national policies and standards practiced for reclamation and site restoration are now streamlined for regional sustainable development. The FR and DPR of any mining project now need to take care of detailed mine closure planning. Mining ventures are now committed to minimize the long lasting impacts on landscape, ecology and on the mind set of local inhabitants. Today’s mining operations require to pay careful attention to post closure societal impacts and post mining mine-site restoration while carrying out the present production as well as environmental and maintenance oriented activities. Mine closure related activities are to be aligned & integrated with various mining activities. Closing of mining operation involves numerous issues like reclamation and environmental protection, community issues, socio-economic consideration, planning for alternate use of available facilities, cost estimation and asset disposal. Mines must have continuously reviewed and updated closure plan, aimed at rehabilitation of disturbed area, which should be acceptable to local community as well as regulatory authority. The concepts of integrated closure planning to facilitate the activities at the closing phase of a mine need now serious and scientific deliberations. Development of mine closure plans requires understanding number of interrelated concepts and aligning with societal transformations. Without adequate environmental management system, cost effective mine closure or outcome based post-closure development of mine site is impossible. Sustainable development of the mining industry requires a holistic approach from exploration of resources to their exploitation as well as eco-friendly management of the waste material. Frameworks forsustainable development of mineral sectors are to be designed keeping economy, health and safety, ecology and global laws in perspective. This course is designed to address these issues through a comprehensive academic approach for real life applications and development of transitional activities in the mining industry.INTENDED AUDIENCE: Undergraduate and Postgraduate students of Mining, Environmental and Civil Engineering, working professionals and practicing engineers of various mining and quarrying organizations.INDUSTRY SUPPORT: CIL, HCL, NALCO, SAIL, NTPC, NLCIL, HZL, Essel Mining, JSW, BEML, HEC, L&T, NMDC, MOIL, NLC India Limited

This 18-minute video from Practical Engineering explores the engineering challenges and consequences of mine subsidence, examining what happens when abandoned mines collapse beneath the surface. Learn about the real-world damages caused by this phenomenon and the extensive efforts engineers have implemented to balance environmental and property protection with resource extraction needs. Discover how modern engineering approaches address problems that were historically ignored, providing solutions to mitigate the impacts of underground mine collapses. The video offers a comprehensive look at an important infrastructure issue that affects communities built above former mining operations, explaining both the technical aspects and the broader societal implications of managing abandoned mine sites.

Explore a personal journey into Bitcoin mining and open-source contributions in this 19-minute conference talk from linux.conf.au 2022. Delve into the speaker's experiences from discovering Bitcoin in 2011 to participating in mining pools and witnessing the ASIC boom. Learn about the evolution of mining hardware, from CPU to GPU to FPGA, and gain insights into the cryptocurrency ecosystem. Discover the intersection of open-source development, cryptography, and financial systems. Understand the challenges of energy consumption in crypto mining and the pivot towards energy monitoring. Gain valuable lessons from the speaker's involvement in one of the most successful open-source projects alongside Linux. Approach the topic with curiosity and expand your knowledge of blockchain technology, hardware manufacturing, and supply chains.

Learn how PhotonAssay™ technology revolutionizes gold mining operations by improving both efficiency and safety protocols through onsite implementation. Discover the practical applications and benefits of this advanced analytical technology as presented by Tim Sennett, Technical Services Team Lead - Geostatistics at Chrysos Corporation, during the Geology Symposium 2025. Explore how this innovative assay method transforms traditional mining workflows, reduces turnaround times, and enhances operational decision-making processes. Gain insights from an industry expert with over 35 years of experience in analytical technologies for mining applications, covering both on-line measurement systems and laboratory analysis methods. Understand the technical foundations of PhotonAssay™ technology and its integration into existing mining operations, including case studies demonstrating measurable improvements in mine productivity and worker safety. Examine the economic and operational advantages of implementing onsite analytical capabilities compared to traditional off-site laboratory testing methods.

Explore the career path of a mining geologist through this comprehensive 48-minute interview with Jessica Scanlan from MineLife Media. Discover what a typical day looks like for mining geologists, from underground work experiences to field versus office responsibilities. Learn about the inspiration behind pursuing mining geology, the unique experience of working far underground, and the fascinating places mining geologists get to visit around the world. Understand the relationship between mining and environmental protection, examine common mining myths, and explore whether society will always need mining operations. Get detailed insights into educational requirements and training pathways, including whether a master's degree is necessary and what specializations to consider. Compare geological engineering versus engineering geology career tracks, and learn about the various roles and positions available within the mining industry. Discover the tools mining geologists use, emerging career opportunities in the field, and how mined areas are rehabilitated after operations conclude. Address practical concerns about math requirements, job accessibility, compensation expectations, and both the challenges and rewards of working in mining geology. Gain perspective on resource sustainability and whether we'll eventually run out of materials to mine, while understanding the most fulfilling aspects of a career in mining geology.

Explore coal mine optimization techniques using Minemax in this 28-minute conference talk by David Krinke, Principal Engineer from MineOp Consulting. Learn about strategic planning for coal mines, including where to start the optimization process, creating reserves, understanding pit productive capacity, analyzing costs and revenue, and utilizing Minemax software effectively. Discover how to create decision trees, develop suitable reserves for optimization, configure scenario settings, and conduct financial analysis. Gain insights from Krinke's 25 years of experience in open-cut coal and iron ore mining industries, and benefit from MineOp Consulting's expertise in providing consultancy services to major mining companies worldwide.

Explore the critical issue of water pollution from coal mines in this 48-minute webinar. Delve into the challenges faced by the coal industry, environmental regulators, and concerned communities. Examine case studies from the Sydney basin's underground coal mines, including both active and closed operations. Learn about water chemistry, discharge conditions, and the long-term effects of mine closures. Gain insights into specific examples such as the Clarence colliery and Red Bank Creek. Discover literature-based recommendations for addressing water pollution in coal mining operations. Participate in a Q&A session to deepen your understanding of this pressing environmental concern.

Discover how to leverage data systems effectively in mining operations through this insightful conference talk by Poliany Figueiredo, Senior Geologist at BHP Nickel West. Explore the concept of focusing on what's important while allowing data systems to handle the workload. Gain valuable perspectives from an experienced professional who has worked across various roles in the mining industry, including brownfields and greenfields exploration, feasibility studies, geological modeling, and mine geology. Learn about the importance of data-driven decision-making and how Datamine Enterprise products can streamline information collection, analysis, and reporting across the mining value chain. Benefit from industry insights shared during the Datamine Enterprise Symposium 2023, featuring leaders from prominent mining companies and software providers.

COURSE OUTLINE: Data mining is the study of algorithms for finding patterns in large data sets. It is an integral part of modern industry, where data from its operations and customers are mined for gaining business insight. It is also important in modern scientific endeavors. Data mining is an interdisciplinary topic involving, databases, machine learning and algorithms. The course will cover the fundamentals of data mining. It will explain the basic algorithms like data preprocessing, association rules, classification, clustering, sequence mining and visualization. It will also explain implementations in open-source software. Finally, case studies on industrial problems will be demonstrated.

Note: You should complete all the other courses in this Specialization before beginning this course. This six-week long Project course of the Data Mining Specialization will allow you to apply the learned algorithms and techniques for data mining from the previous courses in the Specialization, including Pattern Discovery, Clustering, Text Retrieval, Text Mining, and Visualization, to solve interesting real-world data mining challenges. Specifically, you will work on a restaurant review data set from Yelp and use all the knowledge and skills you’ve learned from the previous courses to mine this data set to discover interesting and useful knowledge. The design of the Project emphasizes: 1) simulating the workflow of a data miner in a real job setting; 2) integrating different mining techniques covered in multiple individual courses; 3) experimenting with different ways to solve a problem to deepen your understanding of techniques; and 4) allowing you to propose and explore your own ideas creatively. The goal of the Project is to analyze and mine a large Yelp review data set to discover useful knowledge to help people make decisions in dining. The project will include the following outputs: 1. Opinion visualization: explore and visualize the review content to understand what people have said in those reviews. 2. Cuisine map construction: mine the data set to understand the landscape of different types of cuisines and their similarities. 3. Discovery of popular dishes for a cuisine: mine the data set to discover the common/popular dishes of a particular cuisine. 4. Recommendation of restaurants to help people decide where to dine: mine the data set to rank restaurants for a specific dish and predict the hygiene condition of a restaurant. From the perspective of users, a cuisine map can help them understand what cuisines are there and see the big picture of all kinds of cuisines and their relations. Once they decide what cuisine to try, they would be interested in knowing what the popular dishes of that cuisine are and decide what dishes to have. Finally, they will need to choose a restaurant. Thus, recommending restaurants based on a particular dish would be useful. Moreover, predicting the hygiene condition of a restaurant would also be helpful. By working on these tasks, you will gain experience with a typical workflow in data mining that includes data preprocessing, data exploration, data analysis, improvement of analysis methods, and presentation of results. You will have an opportunity to combine multiple algorithms from different courses to complete a relatively complicated mining task and experiment with different ways to solve a problem to understand the best way to solve it. We will suggest specific approaches, but you are highly encouraged to explore your own ideas since open exploration is, by design, a goal of the Project. You are required to submit a brief report for each of the tasks for peer grading. A final consolidated report is also required, which will be peer-graded.

The Data Mining Specialization teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language text. Specific course topics include pattern discovery, clustering, text retrieval, text mining and analytics, and data visualization. The Capstone project task is to solve real-world data mining challenges using a restaurant review data set from Yelp. Courses 2 - 5 of this Specialization form the lecture component of courses in the online Master of Computer Science Degree in Data Science. You can apply to the degree program either before or after you begin the Specialization.

Data mining is study of algorithms for finding patterns in large data sets. It is an integral part of modern industry, where data from its operations and customers are mined for gaining business insight. It is also important in modern scientific endeavors. Data mining is an interdisciplinary topic involving, databases, machine learning and algorithms. The course will cover the fundamentals of data mining. It will explain the basic algorithms like data preprocessing, association rules, classification, clustering, sequence mining and visualization. It will also explain implementations in open source software. Finally, case studies on industrial problems will be demonstrated.INTENDED AUDIENCE : Any engineering discipline and mathematics,Physics.PREREQUISITES :NilINDUSTRY SUPPORT : TCS,Infosys,CTS,Accenture

Explore one of the most dynamic fields with one of the best mining courses available online. Designed for learners from top universities, professionals in the mining industry, and individuals looking to upskill, this course covers the essentials of mining engineering, from exploration to innovation, in a flexible and accessible format. This mining engineering program is suitable for those interested in natural resources, sustainability, and related fields such as civil engineering and environmental engineering. Welcome to Mining Engineering! Our online course, "Mining Engineering Principles: Exploration to Innovation," is a comprehensive exploration of the fundamental concepts and principles that underpin this dynamic field. Whether you’re a student preparing for a bachelor’s degree in mining engineering or a professional seeking professional development, this course equips you with essential skills and insights. With no prerequisites required, learners will embark on a journey to understand the need for sustainable practices in the mining sector while exploring the impact of mining on the value chain and broader sustainability goals. The program includes electives and hands-on experience to enrich the learning process. Course Goals This course aims to provide learners with a strong foundation in mining engineering, covering topics crucial to the mining business and related sectors such as electrical engineering, robotics, and data analytics. The course leverages instructor videos, expert interviews, interactive modules, and case studies to enhance engagement. Topics include: Why mining is essential and its role in achieving sustainable development goals. Contributions of the mining industry to the U.S. economy. The fundamentals of mineral resource identification and evaluation. Exploration of modern mining technologies like IoT, augmented reality, and data science. Sustainability and health and safety practices in mining operations. Key engineering problems and innovative solutions in the mining sector.