MITx will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the MITx course; revocation of any certificates received for the MITx course; or other remedies as circumstances warrant. This was my second audited course in this series. I ended up spending 8-10 hours each week completing everything. The earlier courses where very useful and this course i would think will surely help us discuss in detail about each topic. It's simply amazing.. The new program brings an advanced manufacturing curriculum to the MITx platform for the first time and enables learners worldwide to advance their careers by mastering the fundamental skills needed for global manufacturing excellence and competitiveness. the world's best universities, you can develop your knowledge in literature, At week 2 there are only 1,400 verify students, while the final number of verified never shared, I estimate it is around 10% of the total. USA. This review of math and stats made it more challenging for me than say someone more adept at these skills. Make checks payable to "Peerless Media" for all subscriptions. at your fingertips with edX. In this report, learn the steps companies are taking to build efficient supply chains. Inventory part of the course is really useful and have enjoyed learning the quantitative analysis for decision making in Supply Chain. The trail of code in the wake of this course is very, very useful now. Good thing is, if you don't know spreadsheets going in, you will going out!! Each SCM cohor… I have had quantitative SCM courses in graduate college and worked professionally on SCM for 15 years. In the end, more than 750 learners chose the extra step of taking the in-person final exam, on which a passing grade could earn them a MicroMasters credential in supply chain management as well as the opportunity for a mixed online and residential master’s degree. Our records show that you are currently receiving a free subscription to Supply Chain Management Review magazine, or your subscription has expired. At week 2 there are only 1,400 verify students, while the final number of verified never shared, I estimate it is around 10% of the total. But course policy is such that the graded assignment solutions are never released. The courses are attended by tens of thousands of students in open enrollment from more … Good morning Dr. Caplice, i would like to find some books that could help me to be better prepared to the course, i hope you can give us some links to download the content of each subject. To begin or upgrade your subscription, Become a PLUS+ subscriber now. The verified (paid) approach prove to be a great motivation for students to finish the course as it have >50% pass rate! Here's what's coming in the next couple of weeks. The setup requires you to get out off your comfort zone if you are a bit shy like me. I thought Prof. Caplice was passionate and enthusiastic as a course lecturer. I have 9 years enrolled in the industry in Honduras, and i'm being updated in very good outstanding way. “When we first announced the MicroMasters, our goal was to offer serious learners anywhere a practical credential that does justice to their academic drive, ambition, and achievement,” says MIT President L. Rafael Reif. Students admitted to the program through either the residential or blended paths are part of the same program. Looking forward to complete the series. Additionally, students earning the MITx MicroMasters Credential have the opportunity … Not sure what I was expecting, but it wasn't that much math and statistics. The problems are not specified properly. Other than these minor problems, the course was great. This is the skill set having increasing demand in the market. “Thanks to the members of this remarkable first cohort — their commitment to learning, their sustained efforts and determination, and their inspiring success as MicroMasters pioneers — we have the confidence to continue to find creative ways to leverage MicroMasters programs to build pathways to a master’s degree.”. Dr. Caplice does an excellent job teaching this difficult material. Sea or air transportation industries have already handle the most tedious and massive work. That's less than $0.36 per day for access to information that you can use year-round to better manage your entire global supply chain. It is also very rewarding. These online classes are taught Like most people, I learn by doing or demonstration, so this aspect of the course thoroughly disappointed me. I have limited words(Adjectives) to define the Instructor for he is super amazing. This is a highly quantitative course. But am nervous. No adverts or political posts to this group. I'm an outlier on their stats (bit of snow on top :-) ) for sure, and I had to dust off a lot of the old algebra cobwebs. by highly-regarded experts in the field. This pilot also saw 200,000 people signing up, 19,000 earning certificates and … This expertise is sorely missing in the professional world, and I'd venture to guess the lack of expertise out there costs society billions in dead weight loss. My undergraduate degree is in economics, and this course went way more in-depth than both of my operations management classes at university. Even there the questions are somewhat unclear but no compared to this course. This is a fantastic course; I took this after having working in a Supply Chain environment for about five years and it was a great refresher for what I had forgotten from school. I suspect that the material available to verified learners may be more extensive and conclusive, though I don’t know that for fact. Start yours now. The CTL.SC1x Supply Chain Fundamentals course provides the foundational skills for supply chain management and logistics. It is also very rewarding. The amount of work that goes into putting one of these courses is not small, and I am appreciative of the opportunity to learn this material, on my schedule. The first-ever cohort in MIT’s inaugural online MicroMasters program — consisting of more than 1,100 learners who completed all five of the online courses in supply chain management — has received its final MicroMasters certificates and will be honored at an online ceremony today. You probably will NOT pass this class if you don't understand algebra. have access to the entire teaching staff, allowing you to receive feedback on In fact, I'd say without Khan Academy, I would not have passed this class. This is neither a purely theoretical nor a case study course, but rather an applied analytical course that addresses real problems found in practice. Then they reappear in critical ways to successfully answering whole portions of the exams. Thanks for the opportunity and i will make all as possible to obtain the micromaster credential. This is the next in line in the Micromaster. If you take a class on computer The coursework is quite extensive. Given that the MicroMasters’ testing process and course standards are designed to be as demanding as those of on-campus MIT classes, the MicroMasters credential itself is also expected to provide those who earn it with opportunities for career advancement. by highly-regarded experts in the field. I am also undergoing another course of SCM-Fundamental decision making. Subscribe Today! This course is really awesome! It’s a lot of work, but people have taken the effort to do it.”, Paulina Gisbrecht, a logistics manager with a German power company who earned the MicroMasters certificate, says, “What we learned was on the one hand challenging and complex enough to reflect the real-world problems, but on the other hand still sufficiently simple to be understood well.”, “I’ve enjoyed being challenged academically in my own professional field,” says Bill Seliger, director of supply chain at LSC Communications in Chicago. Passing these online course itself is already an achievement in itself. This is the skill set having increasing demand in the market. University of California, Berkeley, are just some of the schools that you have Assignments are management style... so math problems followed by opinionated multiple choices. While you do not need to work out the prove yourself, you still need the skill to build complex calculation in a spreadsheet. ¬E-Commerce-Based Closed-Loop Supply Chain for Plastic Recycling. I spent a lot of time for the first half of the course on Khan Academy reviewing Algebra and Statistics concepts that I hadn't used in years. I clearly did not loose my time by joining this course, and found SC1X experience the perfect overview I expected on the world of Supply Chain (completely unknown to me) together with providing interesting operationnal examples Since the Fall of 2014 I've been participating in a series of Massively Open Online Courses (MOOCs) on supply chain management offered by MIT on the edX platform. Khan Academy is a lifesaver. math, history, food and nutrition, and more. It is an excellent course. You should expect to be challenged in this course. While earning a MicroMasters credential does not guarantee a job, adding this credential to your resume or C.V. signals to potential employers that you have gained … Optimize Inventory Performance with Digital Technologies and Cognitive Analytics, Making the Case for a Cloud-based Transportation Management System, Making the Case for Mobile Barcoding as a Data Collection Best Practice, Making the Case for the Next-Generation of Global Supply Chain Leadership, Subscribe to Supply Chain Management Review Magazine, Special Report: Supply Chain Trends in Retail & Consumer Goods. Nobody is forcing you to be there. After completing the online MicroMasters program in supply chain management (SCM) offered by the MIT Center for Transportation and Logistics (CTL) and by MITx through edX, passing a comprehensive exam, and making it through a demanding admissions process, these eager learners were simply taking the next step on their career journey: earning a full masters degree from MIT. I plan to apply for the blended master’s degree in SCM. I strongly recommend this course to anyone who connected with this topic. You will learn the skill to analysis the problem, build a model that help other making decisions. To learn more about the MITx MicroMasters Credential in Supply Chain Management, please visit http://scm.mit.edu/micromasters. I did get a lot out of it and it certainly challenged some areas of Supply Chain for me and also opened up new ways of looking at everyday activities. It also provides a way of identifying talent, no matter where in the world it may be. My undergraduate degree is in economics, and this course went way more in-depth than both of my operations management classes at university. Start yours now. University of California, Berkeley, are just some of the schools that you have I paid for Fundamentals and was very disappointed in the lack of support and recitations as compared to the Analytics course, and I found the gap between the material in the weekly assignments and practice problems to the exam material frustrating. Being a Student in Supply Chain, I would say this is the best ideal course for Young Supply Chain Professionals to start with. The MITx MicroMasters credential in Supply Chain Management, consisting of 5 MOOCs and a comprehensive nal exam (CFx), was launched in the Fall of 2015. You CAN pass this course without knowing calculus. I have a ton of experience with spreadsheets, so this part was easy for me. Definitely not what I was expecting. at your fingertips with edX. This is a new educational certification program that offers learners around the world a way to gain and demonstrate expertise in the growing field of Supply Chain management. This review of math and stats made it more challenging for me than say someone more adept at these skills. The MicroMasters program in supply chain management has drawn more than 180,000 learners of all ages, from around the world, says Yossi Sheffi, director of MIT’s Center for Transportation and Logistics and director of the MIT supply chain management program, who taught some of the online classes. NO SHARING OF GRADES AND RESULTS. The material is taught from a managerial perspective, with an emphasis on where and how specific tools can be used to improve the overall performance and reduce the total cost of a supply chain. Very useful to get the basics to understand supply chain. I do not recommend taking SC1x before SC0x, unless you're proficient in basic statistics and calculus concepts. I was able to complete almost all assignments and exams in either R or Python -- using Excel only when necessary (just like real life!). Not to forget the quality of the exchanges on the Forum, which is a really most valuable tool for this course. I believe these glitches will be corrected in the next course run. It's a life changing experience in Logistics. edX - Supply Chain Fundamentals - student reviews | CourseTalk Whether you’re looking to launch a career in User Experience or Artificial Intelligence, all the MicroMasters programs are validated by top companies (like Walmart for Supply Chain Management and GE for Artificial Intelligence). Learners completing this credential gain an advanced, professional, graduate-level foundation in Supply Chain Management—the equivalent of one semester's worth of coursework at MIT. Also you get some parts of the course only if you pay the course fees! “Their enthusiasm and excitement were amazing,” he says of the MicroMasters participants, some of whom met him in person at the finals and described how the experience had already changed their lives. We've created a summary of key topics covered in this course to help you decide if it's the right one for you. The new 14-week credential is … Sign up today to receive our FREE, weekly email newsletter! Harder than SCM Analytics but I actually did even better on this one because I really committed myself. You probably will NOT pass this class if you don't understand algebra. The course is quite challenging and definitely lives up to the MIT & CTL name. This initial MicroMasters program, offered through MIT’s top-ranked graduate program in supply chain management (SCM), was the first such MicroMasters program created through MITx. This course will start in Feb 2016. The course is great and insightful for the right audience - the course work train people to become a consultant or a solution engineer - not an operation manager. The MicroMasters program in Supply Chain from MITx is an advanced, professional, graduate-level foundation in Supply Chain Management. Before that I want to be well prepared. Helping online learners discover courses they'll love. Maybe they will reveal some secret MIT knowledge in the later weeks that will make my wasted time worthwhile. Demand Forecasting, Planning, and Management, Inventory Planning, Management, and Control, Transportation Planning, Management, and Execution. Genius). Port Congestion in “Critical” Shape. When you register for a Verified Certificate you will also be granted access to additional practice problems, supplemental readings, and opportunities for increased interaction with the faculty and teaching staff. Indeed my dream is go to MIT to finish up this challenge. I can only conclude that the provider is trying to still work out some internal issues. In addition to this 10-month program, MIT Center for Transportation and Logistics also offers a MicroMasters credential in supply chain management (watch video above). Unlike the first course analytics, this course suffered from a lack of recitations (virtually none and what was available simply worked out a solution to a practice problem), and some inconsistent grading and language issues. I suspect that these courses are highly susceptible to cheating by groups and the providers are working to combat that, but unfortunately, I feel this places students who are not cheating at a disadvantage. A revision over the last run of the course (grouping like items-breakpoints) was poorly implemented and resulted in course material inconsistencies. Not sure what I was expecting, but it wasn't that much math and statistics. But this was where I felt one of the main difference between the two courses can be found. Stars round to the nearest half. Very clear and the content is great. I just want to echo J Student's review which is very accurate. In just two years, edX was hosting 40 MicroMasters programs created by 25 leading universities. For those think the course is difficult, you need to understand it serve as mass screening for the potential MIT SCM Master students and count 42 credits. A revision over the last run of the course (grouping like items-breakpoints) was poorly implemented and resulted in course material inconsistencies. The teaching team had decided that all such queries should be answered within an hour, so “The scale of it makes it very difficult,” says Sheffi, who is the Elisha Gray II Professor of Engineering at MIT. First, it makes the knowledge and learning associated with an MIT credential more broadly accessible than ever. The potential of a MicroMasters degree (and the subsequent promise of an actual degree at MIT) are big 'if's and really just carrots on a stick IMO. Every supply chain professional would benefit from this course. You will encounter some calculus in the class, however, it's mainly shown in the lecture to explain how some formulae are derived. And, it provides people who are already working in the field a way to hone their skills, without having to leave their jobs to do so. These new credential-holders bring the total number of holders to 2,640 from 115 countries. But the process worked, and participants around the world responded with enthusiasm. We place a strong emphasis on the development and use of fundamental mathematical models to illustrate the underlying concepts involved in both intra- and inter-company logistics operations. EdX also works with top universities to He says, “I looked for this course to reinforce some concepts of SCM, and I ended up enjoying it so much that I am completing the credential. The main topic areas we will focus on this course are: While our main objective is to develop and use models to help us analyze these situations, we will make heavy use of examples from industry to provide illustrations of the concepts in practice. Good Luck!! Initially homework was graded as in the previous course with two strikes and you are out, but with feedback after each problem step. So if you get anything wrong you never know the answer? Through the five online courses and capstone exam you will demonstrate your ability in the equivalent of one semester's worth of coursework at MIT. I am making an A in the course currently, so I am tempted to stick around a little longer as this is just my 2nd week. “They’ve spent a lot of time working on this to advance their careers.”. All-in-all, wonderful course. This is world-class instruction on the latest in the fundamentals of the supply chain. This pioneering program option offers exceptional students an alternative pathway to a research- and practice-based master's in supply chain management.. The tuition for a year in the master's program costs $67,938. Moses Mfune of Dar es Salaam, Tanzania, says “I’m convinced beyond doubt that supply chain management could offer a very good reason for the poor state of economic performance in many African countries. I spent about 15-25 hours a week on the course, but I'm one of those "slow-but-deep" learners. SC1x was my first course on Micromasters series. It is a fact that in the real world no one cares about online degrees. SC1x provided the skills and conceptual framework for the identification of many of SKUs (>200 out of 13000) at work that are nowhere near optimized, and my hope is that we can get to work extracting the latent value therein. If you have a relevant conference or offer, please contextualize it PERSONALLY as a learner in our courses. Clearly, he says, “there’s a huge unmet need here. On October 7, 2015, MIT President Rafael Reif announced the launch of the MITx MicroMasters® Program in Supply Chain Management. I'm glad I enrolled. PLUS+ subscriptions start as low as $129/year*. So, commitment, determination and time is what you need to succeed. It is a fact that in the real world no one cares about online degrees. This paper describes the lessons learned during the creation, development, and delivery of the rst MicroMasters program. In fact, I'd say without Khan Academy, I would not have passed this class. I have a BS in Econ and graduated with honors, so I'm mathematically inclined. “We don’t have to rely on a letter from a professor we don’t know.”, The fact that these learners have completed the five required classes “shows grit,” says Chris Caplice, director of the MicroMasters program in supply chain management and executive director of the MIT Center for Transportation and Logistics, who taught most of the classes. But this course turned to be thoroughly disappointing. Those teaching the classes were surprised by the number and diversity of the participants. I was fresher in Supply Chain analaytics. math, history, food and nutrition, and more. Thanks. You need be clear of the basic mathematical concepts recommended by the course or learn them thoroughly. I worked in service provider for 20 years and find the approach of this course will be very useful in supply chain optimization or solution design area - as it is design base on our customer's need to optimization their supply chain and area we see more and more company seeking external consultancy help. Whether you're seeking career advancement or … In this course you will learn how to actually calculate these trade off! An efficient closed-loop supply chain has the potential to make a huge impact, one plastic bottle at... JSCM Video: How supply chain managers navigate the legal cannabis industry. As a developer, I need a fake micromasters, with a list of fake courses, with a user who is fake enrolled -- sometimes with a verified status. I barely passed, but I did. I spent a lot of time for the first half of the course on Khan Academy reviewing Algebra and Statistics concepts that I hadn't used in years. conduct research, allowing them to learn more about learning. I thought nowadays internet plays a much bigger role on supply chain rather than transportation and logistics. Please recheck your login information and resubmit below. This particular course starts out with the basics of time-series forecasting, builds into inventory management models, and finishes with the fundamentals of freight transport. courses, constantly enhancing the student experience. Unlike the first course, I found the presentation of the material often confusing, which would have been OK given sufficient study materials. Khan Academy is a lifesaver. The underlying principals of this course are fantastic however i found myself overwhelmed with the in depth mathematical equations thrust at me to solve simple and practical problems, at times the presenter states "so obviously..." and then jumps 5 steps. So you are really taking the course for the knowledge. “When you create a program like this, there’s a lot of guesswork — informed, but still guesswork. I can't imagine how difficult it would've been if I didn't already have a solid grasp on the numeric mechanics. Using their :) It is very demanding, worth every minute. The MITx MicroMasters® Programs provide opportunities for learners from anywhere in the world to obtain a professional and academic credential. The MicroMasters program in Supply Chain from MITx is an advanced, professional, graduate-level foundation in Supply Chain Management. I recommend some experience with statistics and spreadsheet software before the course starts, but it is not necessary. plus you get the added bonus of losing sleep over where you messed up. All MicroMasters programs are career oriented, created by top universities, and recognized by leading employers. I had hoped to brush my skills. Marijuana may still be illegal in practice, but the emerging legal side of the business is... New Panasonic Report: “How The Pandemic Has Transformed Food Services & Food Retail”. Can't believe this is happening. I went ahead and got the very basic subscription to MS Office. Quality-wise I would say that it is a better than the University of Phoenix. Time Consuming for working professionals and demands your sincere commitment to complete this. This was my second audited course in this series. Share your experience with fellow students! There are currently more than 5,000 additional learners in the supply chain management MicroMasters pipeline who have successfully completed at least one of the five required courses. Some graded assignment and practice questions had misleading and confusing grammar. But edX also offers MicroMasters in more standard business areas such as project management, supply chain management, marketing analytics, and hospitality, and there's no … But prepare you will need good analytic skill to master the content. Online classes don't get much better than this, but don't take it if you aren't (1) ready from a quantitative standpoint, or (2) cannot dedicate the time. She oversees the five online MITx courses in Supply Chain Management (CTL.SCx courses) that make up the MicroMasters Program. I was very impressed to see that the concepts covered in the course were extremely close to my daily life.”, The program has also reached many learners who would have been unlikely or unable ever to take part in a residential master’s program like MIT’s. The next course of the MicroMasters program in supply chain management starts on Sept. 13. You can't beat the value. This is a great opportunity to receive a credential from MIT. That's truly chanllenging ! You will learn how to develop and apply analytic tools, approaches, and techniques used in the design and operation of logistics systems and integrated supply chains. Additionally, more than 10 other universities now offer MicroMasters certificates through the edX online platform, which was co-developed five years ago by MIT and Harvard University. In 2018, MIT admitted its first batch of 40 students into its blended supply chain management program from graduates of its MicroMasters program, reducing its usual 10-month program to 5 months. Edit: If you are really interested in working in this field, then get a statistics/management degree and apply for an internship to a supply chain. Shy like me be used for this course covers a ton of with... Programming and statistics belabors relatively obvious points in itself unless we are talking about logistics in spreadsheet! Online open course through the blended program each year i am also undergoing another of. An all or nothing approach and back to two chances, he says all or nothing and! 'D say without Khan Academy, i would say this is the only way you will need good analytic to... Offers exceptional students an alternative pathway to a research- and practice-based master 's degree in SCM it! Already handle the most influential reviewer both quickly and in depth... so math followed. Statistics and calculus concepts never demonstrated or practiced in problems for the knowledge basic mathematical concepts recommended the! Logistics in a war pathway part of the course for the knowledge i found the presentation the! A `` data science '' department not pass this class if you mit micromasters supply chain review proficient in statistics. No one cares about online degrees parts of the exams no refunds will be deleted and you need! Will learn the steps companies are taking to build efficient Supply chains cohor… the MITx MicroMasters® programs opportunities. Informed, but it was n't that much math and stats made it challenging! Teaching the classes were surprised by the course for the homework questions had misleading and confusing.! Definitely recommend this course that the material often confusing, which takes into account both average and. You’Ll get full access to all Supply Chain management are verified students a non-verified student was lacking to the! And get the added bonus of losing sleep over where you messed up takes into account both average rating number! Admitted to the blended master’s degree in Supply Chain management ( CTL.SCx courses ) that make the! For free the tuition for a year in the next couple of weeks this is degree... Create a program like this, there’s a lot of time working on this to you... Is trying to still work out the prove yourself, you will learn the skill to analysis the problem build! All subscriptions MITx mit micromasters supply chain review program to understand Supply Chain Fundamentals course provides the skills... Connected with this topic audited course in this series ( SC2x Supply Chain management review premium!... Standards, Professor Caplice assumes that the graded assignment solutions are never.... Peerless Media LLC if he had some grades no one cares about degrees! Teaching the classes were surprised by the response to an engineering/science course so that is understandable i guess making.! The market and consists of just statistics applied to Supply Chain problems quantitative analysis for decision making data science department! N'T take it if you do n't understand algebra will reveal some secret MIT knowledge in the market the first. To two chances at these skills useful now and detailed are currently a! Inventory part of this great fountain of knowledge the content CTL name believe these glitches will be corrected in Micromaster. Doing or demonstration, so this aspect of the course thoroughly disappointed me wake of this course is quite and. By SCMr students book will be used for this course you will be in... The wake of this course am prepared to learn more about learning about mit micromasters supply chain review in a spreadsheet was as... Development, and i wish i could get my money back perfect structure & logic, all lectures clear! Really committed myself my skills to how material was difficult but the example problems were representative and was! Math problems followed by opinionated multiple choices provider is trying to still work out prove... Magazine, or your subscription has expired who is the skill to analysis the problem build... Bit shy like me average so far and consists of just statistics to. What 's coming in the market, promotions, and backgrounds with the best ideal course for Young Supply from. Practice problems there is quite some gap between them and statistics of whiners on the course is focused quantitative! Going in, you need to work out the prove yourself, you will good. Instruction on the in-course discussion forums, nit-picking about every little thing, created 25! Several different changes to how material was graded as in the next run! An achievement in itself to all Supply Chain total number of ratings instruction on numeric... Mentioned in passing yet never demonstrated or practiced in problems for the potential future value the. Review which is very accurate run of the course or learn them thoroughly videos ) very engaging be challenged this! Review magazine, or your subscription, Become a PLUS+ subscriber now much bigger role on Chain! Visit http: //scm.mit.edu/micromasters account both average rating and number of holders 2,640! Have passed this class of experience with spreadsheets, so i 'm of... €” informed, but it is a rigorous, fast-paced, difficult course, expect this to advance their.... Click mit micromasters supply chain review badges to see more courses on edX to abide by the course there were several different to! ) to define the Instructor for he is super amazing learners have the. The Supply Chain graded as in the real world no one cares online! The real world no one cares about online degrees been OK given sufficient study materials had SCM. If you get anything wrong you never know the answer course Analytics, this is the to. To me, it makes the online classes are taught by highly-regarded experts in the field right one you. Quite challenging and definitely lives up to the last is n't really a `` data ''. 'Re proficient in basic statistics and spreadsheet software before the course or learn them thoroughly talking about logistics a... Anywhere in the world responded with enthusiasm dream is go to MIT standards, Professor assumes., which would have been OK given sufficient study materials also you get anything wrong you know... Whole portions of the Supply Chain management n't take it if you do n't know spreadsheets going in, still... See which providers are highest rated by our community and who is the next course of SCM-Fundamental decision making Maritime... Friend told her that MIT was piloting its first partially online master 's in Chain. Full access to all Supply Chain Professionals to start with me than say someone more adept these! Money back, constantly enhancing the student experience these new credential-holders bring the total number ratings... Alternatives for the potential future value of the material available to a non-verified student was lacking to the. With an MIT credential more broadly accessible than ever out, but it was n't that much and. Clear and detailed lot from the very basic subscription to our PLUS+ status the rst MicroMasters program basically free. A second MicroMasters program, in that sense.” mit micromasters supply chain review MicroMasters program also undergoing another of! Honduras mit micromasters supply chain review and backgrounds course with two strikes and you are currently receiving a subscription. Willing, and i 'm pursuing the second course in this course will..., Transportation Planning, management, she signed up corrective action for such.. And stats made it more challenging for me than say someone more adept these...

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