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The meaning of ASTUTE is having or showing shrewdness and an ability to notice and understand things clearly : mentally sharp or clever; also : crafty, wily. How to use astute in a sentence. Did you know? Synonym Discussion of Astute.

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A small but fast-growing company, great colleagues, and an immensely creative environment! ConsAs with any agency, there will be some tight deadlines, but nothing other than that! See All 8 Reviews ... All answers shown come directly from Estoot Reviews and are not edited or altered.

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Want to help us transform the pet industry? As a Senior Product Manager at [Petabyte Technology](https://petabyte

This article also comes in video form! We’ll assume that you’ve completed the steps from the first part of our eScooter series already. For a broader overview of this project, check out the first article here . So you’ve set up your IoT eScooter with in , sent scooter data to the cloud with in , and remotely managed your scooter with in . So far, we’ve only been collecting data and managing our devices. In this fourth and final article of the series, we’ll to our IoT eScooter with SORACOM Air part one SORACOM Harvest part two SORACOM Napter part three link everything together with an Android app and add surge pricing capabilities SORACOM Funk. With a basic surge pricing model, we can somewhat accurately reflect the current scooter supply and demand in the area and adapt our scooters' prices accordingly. With our model, a scooter’s price per minute will rise if more scooters are already in use around it. Although we created a way to send data from our Raspberry Pi in the last article, we still need a way to calculate prices in realtime. Normally this would require a lot of processing power on the Raspberry Pi, but we can offload this time and power-intensive logic onto Lambda using SORACOM Funk. It essentially streamlines the process of passing data from the eScooter-mounted Raspberry Pi and a serverless compute instance like AWS Lambda. Instead of spending our time on setting up more functionality on Lambda, we’ll focus on setting up Funk, which is much easier. We’ll be using Amazon Web Services’ (AWS) serverless platform, . We can use it to create Lambda functions, which scale automatically as our userbase grows. What this means for you is that you only pay for the compute time you actually use, so you don’t need to think about server usage beforehand. Basically, Lambda lets you focus on writing code rather than managing servers and costs. AWS Lambda To get started with Lambda, make an AWS account if you don’t already have one. We’ll be using Node.js with the Serverless platform for our Lambda functions, but do note that you can also run other languages with Lambda. Since we’re using Node.js in this article, make sure that you have it installed on your computer beforehand. If you don’t, follow for Node.js. You can then verify your installation with this link $ node -v which will print out your currently installed version of Node.js. Create a DocumentDB Cluster We’ll first set up a database instance to store our scooters’ data so that our app can access it later. We’re going to use : a NoSQL database to store scooter data and payment transaction information. MongoDB To connect to MongoDB, we’ll use AWS’s dedicated NoSQL service: . You can access it from your AWS console . DocumentDB here Under DocumentDB on the console, click . Now give your DocumentDB cluster a unique identifier. Change the number of instances to what you feel fit. We set it to 1 because fewer instances means less cost. For authentication, come up with a username and password. This will be used to connect to the DocumentDB cluster manually and programmatically. Finally, click . Create Create Cluster After AWS finishes creating your cluster, you will be presented with a page of commands like $ mongo --ssl --host scooter-db.[redacted] : --sslCAFile rds-combined-ca-bundle --username scooteradmin --password <insertYourPassword> .us-east-1 .docdb .amazonaws .com 27017 .pem and mongod //scooteradmin: @scooter-db.[redacted].us-east- .docdb.amazonaws. : /?ssl=true&ssl_ca_certs=rds-combined- -bundle.pem&replicaSet=rs0 b: <insertYourPassword> 1 com 27017 ca In this page, under Security Groups, click . In the tabs below, click and to match this Default Inbound Edit This will ensure that your Lambda functions will be able to connect to DocumentDB. Optionally, you can verify your DocumentDB setup by creating an AWS EC2 instance under the same region as the DocumentDB cluster with the MongoDB client installed and run the command from earlier. Get it with this command: mongo You’ll need to download DocumentDB’s public key for the command to work. $ wget http //s3.amazonaws. /rds-downloads/rds-combined- -bundle.pem s: com ca After you’ve completed this step, your MongoDB database should be set up for storing your scooters’ records. Create Lambda Functions Now that we have a database on AWS, we can begin working on the Lambda function. It will be responsible for the functionality of what we have on AWS, including creating/updating database entries, interacting with SORACOM Funk, and serving data to our app. We’ll begin by installing , which is a Node.js tool that helps us deploy serverless functions quickly. To install , run serverless serverless $ npm install -g serverless To verify your installation, run $ serverless If you get an error, you may have to restart your terminal window or rerun the installation command. Now link the tool to AWS. Go to IAM (Identity & Access Management) from your AWS Dashboard. Click and . Name the user something like “serverless-admin” and enable programmatic access. Users Add User Hit next and . Check and click Create User. Attach existing policies directly AdministratorAccess Now, it should show your new user’s API credentials. With these credentials, enter this in your terminal with your Access ID replacing and API Secret replacing {access_id} {secret_key} $ serverless credentials --provider aws --key {access_id} --secret {secret_key} config Great! Your serverless-cli is all setup! Download the serverless project with $ git ://github.com/DevinMui/soracom-escooter-server clone https Switch into the project directory $ soracom-escooter-server cd Install the dependencies $ npm install Install the DocumentDB public key $ wget http //s3.amazonaws. /rds-downloads/rds-combined- -bundle.pem s: com ca Connecting to Stripe to Securely Handle Payments We’ll use Stripe to collect payments from our customers. Stripe gives us a simple-to-use yet secure payment API, which we can use in our server for a small fee. First, create a Stripe account if you haven’t done so already. In your Stripe dashboard, under , click . Copy your . You can also use your test key by flipping the switch to view test data, but doing so will prevent Stripe from charging your users’ credit cards until you disable test mode. Developers API keys Secret key This secret key essentially acts as a password to calling Stripe’s API through code. Make sure to keep it in a safe place and never share it, because anyone who has access to this key could get access to your payments through Stripe. If this happens, you should request a new key through the same API keys page. Once you have your secret API key, you can start using Stripe! Keep the key on hand, because we’ll need to add it to our Lambda function in the next step. Configure serverless.yml Although we already have the serverless code for the Lambda function written for you already, we’ll need to create an additional file before we deploy our code to AWS. This file will store vital settings and keys (i.e. the Stripe API key). Because of how important this file is, you should keep it hidden from the public (which is why it is not included in the GitHub repository). serverless.yml Create a new file . This file will hold all our environmental variables, which can be accessed through the Lambda function’s code. Add the following lines into the file, replacing with your Stripe API key and with the MongoDB URL from the steps above. Be sure to follow the format of the code below exactly or AWS might reject the file env.yml {stripe_secret_key} {mongo_url} default: STRIPE_SECRET_KEY: {stripe_secret_key} MONGO_URL: {mongo_url}/test?ssl=true&replicaSet=rs0% Now that we have that file configured, deploy the application with $ serverless deploy Now if you try to access the function, you may notice the request will timeout. This is because Lambda is not set under the same Virtual Private Cloud (VPC) as DocumentDB and therefore has no access to DocumentDB. getScooters Go to your AWS Dashboard. Click . Under the section, click . Services Compute Lambda Click on one of your scooter Lambda functions. Scroll down until you see the panel. Under the VPC selector, click the one associated with your DocumentDB cluster. Under and , copy two of each ID (e.g. subnet-37fca853 and sg-163e825e). Network Subnets Security Groups Now update your file to update the VPC settings to use the correct subnet IDs and security group IDs. Under line 10, replace the security group IDs listed with your security group IDs. Under line 13, replace the subnet IDs with your subnet IDs. serverless.yml vpc: securityGroupIds: - # your first security group id - # your second security group id subnetIds: - # your first subnet id - # your second subnet id - # your third subnet id iamRoleStatements: Redeploy your Lambda functions. $ serverless deploy Open the link associated to the function. If the server responds with a , it worked! Your functions are now connected to DocumentDB. getScooters [] Set up NAT Unfortunately, by setting up DocumentDB, Lambda won’t be able to connect to the outside Internet anymore. However, the solution is trivial to implement. We just need to change our NAT and routing settings. Create a new pointing to the public subnet. NAT Gateway Create a pointing to the Routing Table 0.0.0.0/0 Internet Gateway Find the public subnet and under , click Actions Edit route table association Create two new subnets. It may be useful to label these two as private subnets. Create another . This time point to the we created earlier. Routing Table 0.0.0.0/0 NAT Gateway On both private subnets, edit the route associations to use this new routing table. For more information on how this works or for troubleshooting, take a look at . AWS’s official documentation/support Funk Up Your Pricing Model To make our operation more profitable, we can add surge pricing to our fleet to reflect the current scooter supply and demand in the area. This way, a scooter’s price per minute will rise if there are other scooters in use around its area. We can easily achieve this using SORACOM Funk which streamlines the connection between our cellular IoT device and AWS Lambda. We’ll have to create another in AWS to grant Soracom access to our function first. Like before, open the IAM dashboard and add a new user. Enter a name for the user like and check IAM user soracom-funk Programmatic access. In the next screen, click and click the button. Under the JSON tab, copy paste the following. Attach existing policies directly Create policy { : , : [
    { : , : , : , : }
  ]
} "Version" "2012-10-17" "Statement" "Sid" "VisualEditor0" "Effect" "Allow" "Action" "lambda:InvokeFunction" "Resource" "<Lambda function ARN of the createOrUpdateScooter function>" Make a name for the policy and click the button. Go back to the screen, find the policy you just created, and click its checkbox. Click the buttons until the user is created. It is imperative that you . If you do, you will have to restart recreating the IAM user process as the secret key is only viewable immediately after the creation of a new IAM user. Create policy Add user Next do not close this window As with all Soracom products, click on the group you want to enable SORACOM Funk. Find the SORACOM Funk panel and turn Funk on. Change the service the , content type to , and the function ARN to the Lambda function ARN of the function. AWS Lambda JSON createOrUpdateScooter For the credentials, you’ll have to click . Change the to a label you can identify. From the IAM user information page, paste in the and and click Add new credentials Credentials set ID AWS Access key ID Secret access key Register With those few steps, SORACOM Funk has now been set up. When you make an HTTP request to , this request will now be forwarded instead to your Lambda function. This forwarding is pretty powerful and allows developers to offload processor/battery intensive operations from IoT devices to AWS Lambda instead. For this article, we’ll offload the algorithm to calculate the surge price of the scooter from the Raspberry Pi to the cloud. If you take a look at the function, you can see that the algorithm may take a while to run depending on how many scooters are active and how many scooters are within the current scooter’s location, making this a realistic example of how SORACOM Funk can reduce computational load on cellular devices. http://funk.soracom.io createOrUpdateScooter Next, we’ll want to set up our cellular device to connect to SORACOM Funk. SSH into your Raspberry Pi. Clone the repository if you have not been following along with our previous articles. $ git ://github.com/DevinMui/soracom-escooter-device clone https Switch into the project directory. $ soracom-escooter-device cd Install the necessary Python modules. $ pip install -r requirements.txt On line 7 of , update the variable to reflect your scooter’s Bluetooth MAC address. Finally, start the program. funk.py mac $ python server.py Your scooter will now send data over to the SORACOM Funk endpoints every five seconds! To test this, you can create a front end solution to call the other Lambda functions to lock/unlock the scooter you can use our React Native app below to test it out. You should see the location of the scooter visualized on the map. OR Run the App If you don’t want to spend more time creating a new app for your user, you can simply use our example app. It currently runs only on Android and relies on React Native. As a result, you’ll need to have Android Studio setup for React Native (which you can do by following ). There’s also a small setup process for the app that you’ll need to complete if you’re building it for your own machine. the official React Native documentation here First clone the repository $ git ://github.com/aaronkh/soracom-escooter-app.git clone https and install the required modules with $ npm install at the root of the cloned repository. Since this project relies on Google Maps, we’ll need a Google Maps API key. You should follow the official documentation for doing so . Like the Stripe key, keep this key hidden from the public. You can do so by hiding it in your file. This file is found under on both Mac and Windows. If it doesn’t already exist create one named . Add into the file, replacing with your own API key. You can optionally restrict access to only allow your app in your Google Cloud console, but we’ll skip that for now. here gradle.properties /Users/{Username}/.gradle gradle.properties GMAPS_SDK_KEY="{YOUR_API_KEY}" {YOUR_API_KEY} Next we’ll set up a connection to Lambda through the app. To do so, simply add the base URL to your Lambda function as an environment variable named . Do so with API_URL $ API_URL={YOUR_URL} export on Mac/Linux or > setx API_URL "{YOUR_URL}" on Windows, again replacing with your Lambda URL. {YOUR_URL} If you forgot the URL or lost it, simply run and it should print the invocation URL to your console. $ serverless deploy Lastly, we’ll need to add our Stripe API key to the app. Open up the on Stripe and copy the publishable key under the Standard Keys table. Make sure that you are using and . This publishable key will be visible to users who download the app, but it’s useless without your secret key, which is hidden to your users in Lambda’s file. Create an environment variable named with API keys page the publishable key not the secret key env.yml STRIPE_KEY $ STRIPE_KEY={YOUR_KEY} export on Mac/Linux or > setx STRIPE_KEY "{YOUR_KEY}" on Windows, again replacing with your Stripe key. {YOUR_KEY} Finally, we can install the app onto an Android device by running $ react-native run -android at the root of the repository. Conclusion After the long setup process for AWS Lambda, you should now be able to access both the state and pricing of every electric scooter in your fleet. Combined with the steps in our previous articles, you should also be able to lock and unlock your scooter from anywhere in the world and see if any scooters need recharging. We even have a user-facing Android app to help users locate electric scooters around them and pay for their rides. Plus, with our surge pricing model and AWS’s auto-scaling Lambda functions on the cloud, your electric scooters’ prices will adapt to your platform’s demand, guaranteeing increased revenues as your user base grows. Now we have all the tools needed to kickstart your new IoT eScooter startup! In this four-part series, we’ve explored how to build a cellular connected IoT eScooter using Soracom’s services in depth. We learned how to connect devices to the cloud through a cellular connection with , how to collect and visualize scooter data with and , how to remotely connect and troubleshoot your scooter with , and how to offload computationally complex logic from our device to the cloud through . SORACOM Air SORACOM Harvest Lagoon SORACOM Napter SORACOM Funk All in all, creating an IoT eScooter was much easier than we’d imagined. We expected to spend more hours reading documentation and writing code to connect our electric scooter to the cloud. However, we found that the development time was greatly reduced because of the Soracom platform’s simplicity. Most of the Soracom integrations took only minutes to set up and only required us to add a single HTTP request into our code. We’ve only scratched the surface of what the SORACOM platform is capable of. They offer dozens of other easy-to-use products and services, and I’m sure you makers can come up with new and unique ways to leverage the SORACOM platform to build your next game-changing IoT project.

How We Added Surge Pricing Capabilities to our IoT eScooter with AWS Lambda and SORACOM Funk

If you’re like most, you’ve been stunned by the news of the top two e-Scooter companies, both less than 2yrs old, raising hundreds of millions of dollars despite seeming regulatory concerns. Lime raised $250M from GV (formerly Ventures, who also invested in Uber) and word is that Bird Rides is raising something close to $150M from Sequoia. Too much money at Crazy valuations!! . But there is sense behind the seeming madness. Google You scream Systems case for e-Scooters The valuations aren’t crazy when you think about the ‘city’ use cases that these vehicles serve. Most urban areas/cities are getting . . While we hail ride-sharing as a more efficient use of one of the transport modes, and we , we need efficient and affordable solutions for now. It’s this thinking that probably led ). The Segway was supposed to usher in this future but we know where that ended up. That it didn’t happen with the Segway does not mean it wasn’t supposed to. It was just ahead of its time for the use case it was trying to serve. increasingly more dense, especially compared to their humble spacious beginnings Effective transport systems will need to efficiently use scarce urban space look forward to autonomous vehicles Uber to acquire Jump bikes in a bid to build their own eScooters (I believe Analysis of the market Short distance transportation use-case currently involves walking, taking a cab or driving. Looking at it from an innovation standpoint; this goes right at the ‘non-consumption’ side of providing a new service/product to customers who up until this point probably didn’t use ride-share for those short distance trips. On the broader spectrum, it is ‘disruptive innovation’ that replaces the ‘excess’ offering that ride-share provided to the consumers who got in a Uber/Lyft for a short hop. : For dense and walkable cities, it makes sense. For spread out and less walkable cities it makes sense, especially for short hops. As cities scramble to regulate the scooters, it’s less about how much of a nuisance they are and more about how much money can be generated. What about SF limiting the to 2,500 scooters across all licensed companies? This will change as we are at the start of the bargaining. With some folk even pushing for limiting to even less than 2500, the revenue/tax that could accrue to the cities from the ‘ ’ will ensure that those regulations change pretty soon. If you are Ron Conway (or GV) and you’ve invested in Lime, you’re waiting to ensure that the Mayor who comes in is business friendly (you have ) and that the regulators won’t be as tough/stringent on scooters as they will be on self-driving cars etc. Cities are all looking for money from somewhere and this is an opportunity that will not regulate away. Throw in the congestion reduction and we have a winning proposition made stronger. : For cities new Segway his or her direct line Note electric utilities also get the benefit of increased energy usage (load) due to eScooter charging. : it’s cheaper than taking a cab/ride-share and more convenient than walking. It costs $1 to unlock and 15cents/min. For a short 10 block trip it costs ~$3. Compared to the waiting time and cost for a cab, it’s well worth it. While it might be inconvenient for residents who aren’t jumping on these scooters, human beings adjust pretty quickly and we will adapt to seeing them everywhere. The fact they are electric provide an easier transition into the electrified and sustainable transportation future . They even work for dense emerging market cities where electricity, , is not readily available. For consumers promised by Tesla et al which is at a premium and will consequently stifle electric vehicle adoption : Few markets exist where the scooters cannot be applied. The cost to the startups to buy or build these scooters are recouped within 3 months. Do the math and the valuations are not really crazy and those investors were quickly convinced: $20/scooter per day (less charging time), 5k scooters/city, 100% usage/day = $10k/day -> $300k/month ->$3.6M/yr for 1 city -> $100m/yr for 30 cities (they are also everywhere in downtown Austin now). Before you know it you have a unicorn… For investors : bike-share companies . That being said, these companies were a proving ground for the short commute use-case that the market will now come to serve. Bike-sharing showed there was/is a ‘ ’ still being unmet in this space. Not everyone is comfortable riding bikes on major city streets (I for one am not) but most can comfortably ride a scooter. For bike-share companies raised a ton of money and regulation is stifling their chances at success eScooter jobs-to-be-done : With the revenue possibilities above it’s easy to see why these companies jumped into this market and are growing quickly. But what about the costs to manage the service ( ? The main consideration is hardware i.e. cost/scooter. retail. One can imagine the startups are paying less, that recouped just after 178 rentals or 1200 i.e on the low version end. For the companies (Bird, Lime, Jump) because it is a service) Low-end scooters cost ~ $178 and high-end scooters cost ~$1200 less than 1 month of usage (taking out the time required to recharge) A few weeks ago when I was in San Fran, I almost got hit by one of those scooters and, like everyone who doesn’t immediately see the opportunity, I complained about the idiocy and hubris of SF. Then I got back home to Austin, saw the eScooters zipping around downtown and realized I’d totally missed the use-case and that next big market opportunity. It’s an ‘ ’ use case that actually replicates the growth possibilities of ride-share. Uber for x Borrowing from Bill Gurley’s ‘ ’ How to Miss By A Mile My one prediction for this article? You’ll be seeing a lot of these eScooters in your city. Powered by HarperJacobs.com ” Sign up for the ! Polymathic Monthly newsletter, it’s been called an “intellectual rabbit hole of goodness

The eScooter Market Opp Is Actually Worth All The Hype.

Let's learn about via these 34 free stories. They are ordered by most time reading created on HackerNoon. Visit the to find the most read stories about any technology. Transportation /Learn Repo 1. Mass Transit In a Post COVID-19 World As I write this on April 18, 2020, there are over 156,000 global deaths due to COVID-19, which is actually a tiny percent, however, this disease is incredibly communicable and is still not well understood. 2. Hyperloop: A New Player in the Race for Better Transportation When you are running short of time, a long time-consuming journey may feel hectic to you. In such a situation, you may feel a need for transportation technology which can complete your long journey in just a matter of minutes. Hyperloop transportation technology can fulfill this desire. 3. 7 Reasons Why Your Automation Efforts Are Failing Right Now “Companies that failed to incorporate automation in their roadmap experienced a 25% drop in their customer retention,” concluded a survey by Gartner. 4. Uber Cool vs. Face Lyft Let us all admit it! We have always been thrilled by rivalries between two fitting competitors. We have seen it happen between Lionel Messi and Cristiano Ronaldo. We have seen it happen between Roger Federer and Rafael Nadal. The world of technology and business cannot be an exception to this pattern. When it comes to mobile devices and operating systems, it is Google versus Apple. When it comes to enterprise computing, Apple has always been at loggerheads with Microsoft. 5. Automation on the High Seas: AI-driven Cargo Ships Are Here to Stay With the world’s eyes set on automobile manufacturers like Elon Musk’s Tesla, it is easy to lose track of automation in other areas. Automated driving is set to revolutionize the way we move around within the next decade. This is certainly breaking news. The new form of transport promises to cut down traffic accidents and the number of fatalities on the road. It will get us from A to B in a safer, and in all likelihood, more timely manner. 6. Why co-location is the best way to mine bitcoin Since the recent Bitcoin halving event, most small and medium crypto miners have had to shut down their mining rigs. Simply put, it is not profitable to have a mining rig in your home at current market prices. However, there are some solutions to the issue. 7. How to Control your IoT Electric Scooter Fleet Remotely with SORACOM Napter [Part 3] 8. How IoT And Edge Computing Influence Various Industries From healthcare to lifestyle, everything is being influenced by emerging technologies like IoT and edge computing. Moreover, as data remains the foundation of today’s economy, businesses can use these emerging technologies to offer a more personalized experience to their customers. 9. 11 Lessons I Learned From Transforming a Product Organization Key takeaways from transforming a monolithic team into three autonomous squads and much more. 10. 2020 Was The Year Electric Vehicles Truly Arrived 2020: Year of the EV Launch 11. 5 Best Transportation Management Systems (TMS) in 2021/2022 Having a robust TMS adopted to your logistics business has become a staple. A sneak peek at the best ready-made TMS solutions in 2021. Check out fresh insights. 12. Using Data Science To Deal With RTOs Considering how much fraudulent RTOs can cost a business, using data science to mitigate their frequency can help save an e-commerce business money over time. 13. 4 Effective Ways Augmented Reality Solve Issues in Logistics Industry 14. Musk's Open-Source Hyperloop: Players in the Race to Create the First Originally conceived by Elon Musk in 2013, the Hyperloop has been touted as the fastest way to cross the surface of the Earth. Possibly one of the greatest leaps in transportation for generations, the concept promises to slash journey times between cities from several hours to a matter of minutes. On track to revolutionise our world, when can we expect the Hyperloop to become a reality and is it too good to be true? 15. Which Places Are Best Suited to Embrace the Electric Vehicles Movement? CA’s San Jose, LA, and San Francisco Among Top EV Hubs.  EV adoption is likely to expand to more cities  in the future 16. Will Social Distancing Regulations  Boost Taxi Booking Startups? In the past decade, mobile and internet technology has become more  accessible, which has changed the way of travelling. Ride hailing apps such Uber, Lyft or Grab  have  been preferred more by the riders to travel than other offline modes. 17. Recycled Ventures: How to Drive your Startup out of Stagnation Startups lose billions of dollars in VC funding every year, but they can still succeed by “recycling ventures." [18. Edge Computing Is So Fun - Part 2: The Future  Begins with The Road Side Unit](https://hackernoon.com/edge-computing-is-so-fun-part-2-the-future-begins-with-the-road-side-unit-4ls3wrp) This is the second in a series of articles on edge computing, delving into the infrastructure of outdoor edge computing, the emergence of the Roadside Unit as a common building block, a real-life example of the Roadside Unit, and the way forward. 19. [Interview] How Technology Is Reshaping Transportation: Trends and Challenges Why will more people switch to cars as their choice of transportation? When will all vehicles become self-driving? I had the opportunity to sit down and talk about these issues in greater detail with Alexander Sapov, the CEO of GetTransfer.com, one of the biggest airport-to-city transfer providers. 20. Mergers and Acquisitions: The Empire Strikes Again Another $1 billion M&A in the mapping space was hinted at today. Intel, the semiconductor giant will buy Moovit, the multimodal mobility as a service (Maas) platform. The rumors have caused some head shaking, smirking and muttering about those “ridiculous startup valuations”. 21. Asia Light Electric Vehicle Market Set to Reach USD 52.8 billion by 2024 The Asia light electric vechile market is predicted to grow at 7.0% CAGR during the forecast period with the market size reaching USD 52.8 billion by 2024. The market is driven by the factors such as technological advancements, government support, rapid urbanization and low maintenance requirements of these vehicles. [22. Edge Computing Is So Fun Part 3: Help Save The Planet With Smart Cities](https://hackernoon.com/edge-computing-is-so-fun-part-3-help-save-the-planet-with-smart-cities-n5143e85) Figure 1. Singapore was ranked №1 on the Institute for Management Development’s 2020 Smart City Index Report. Credit: International Case Studies of Smart Cities 23. How IoT is Transforming Transportation, Supply Chain, and Logistics In today’s connected world IoT can speed up the rate of delivery actions of vehicles used for logistics and transportation purposes. 24. Elon, I'm Bored [Part One] This Slogging thread by Arthur Tkachenko and Mónica Freitas occurred in slogging's official #random channel, and has been edited for readability. 25. IoT Electric Scooter Cloud Data Collection and Visualization with Soracom + Raspberry Pi [Part 2] 26. Uber CEO Interview, and the Advent of Self Driving Car Technology 27. The Story of Shuttle Planet, Early Traction, and a Bunch of Misfits "Keep going; don’t let fear stop you too much. Focus on the fact that every effect has a cause, find out what that cause is." 28. 12 Years of Blockchain: Where Are The Applications? There were a lot of talking about where and how blockchain is suitable. Attempting to stick the blockchain everywhere and to everything is a parody. 29. How Automatic Vehicle Location Improves Safety for School Buses Real-time communication has become an essential aspect of many industries, and transportation is no exception. With the rise of GPS tracking and internet-enabled devices, it has become easier to track vehicles and provide real-time updates to drivers and passengers. Aleksandr Ulanov, a senior software developer with extensive experience in Ruby development and real-time technologies, has been at the forefront of this development. In his recent work with 4mativ, he has developed a ground-breaking AVL platform that provides real-time updates on the location of school buses to parents and schools. In this interview, Aleksandr discusses the challenges he faced and the solutions he found in developing this platform, as well as the importance of real-time updates in the transportation industry. 30. A Complete Guide To Build A Transport Business From Scratch Transportation is among the very few industries that are part of a multi-trillion dollar range. So, it is definitely a very promising industry to start your business in. 31. Examples of AI Implementation in Transport AI is disrupting many industries, and its impact could be felt across the transport sector. The automotive industry has begun applying artificial intelligence in critical tasks such as self-driving cars, traffic management, etc. where safety and reliability is a major concern. Even though the technology is not being implemented on a wide scale, but it feels like the future of transportation is here. From Tesla’s Autonomous Semi Truck to self-organizing fleets, AI has shown promising results in this domain. 32. Building a Cellular-Connected IoT Electric Scooter w/ Soracom + Raspberry Pi in One Hour [Part 1] 33. How We Added Surge Pricing Capabilities to our IoT eScooter with AWS Lambda and SORACOM Funk This article also comes in video form! 34. Can You React Faster than a Self-Driving Car on 5G Networks? This article is about how self-driving cars and 5G will make roads safer for everyone. Thank you for checking out the 34 most read stories about Transportation on HackerNoon. to find the most read stories about any technology. Visit the /Learn Repo

34 Stories To Learn About Transportation

Let's learn about via these 58 free stories. They are ordered by most time reading created on HackerNoon. Visit the to find the most read stories about any technology. Raspberry Pi /Learn Repo 1. How to Install Django and Python 3+ on Raspberry Pi Don't waste time! Learn how to install Django and Python quickly with this tutorial! 2. How and Why I Self Host 3. A Guide on How to Host Your Own Git-Server With Raspberry Pi Hosting your own git server can be a fun learning experience used to understand the ins and outs of what goes into maintaining a codebase. 4. Robotic Vision: Connecting Asus Xtion Live Depth Camera to Raspberry Pi An important part of the robot is its eyes and perception of the outside world. For this purpose, the Depth Camera is well suited. 5. A Beginner's Guide To Setting Up A DASH Staking Rig Have you ever dreamed of having a money printing machine that cranks out money in your home? Maybe your bedroom or basement dwelling area you have a machine that spits out currency 24/7. 6. Converting Your Raspberry Pi Into a Crypto Trading Bot What's not to love about your Pi? It's a serious piece of kit, and it's cheap! But… can it make you money? 7. How to Transform a RaspberryPi Into a Universal Zigbee and Z-Wave Bridge Home automation comes with plenty of potential to make our lives easier. But in order to succeed in its task, it often requires you to fill your house with bridges that can connect your smart devices to your Wi-Fi network. Unless you buy a smart device that communicates directly over Wi-Fi (like a TP-Link or Belkin smart plug), odds are that many of your favourite smart devices use either Bluetooth, Zigbee or Z-Wave to communicate. These protocols solve some of the issues of Wi-Fi when it comes to smart devices — like latency, centralised topology and relatively high power requirements — but they do require some physical hardware in between to do the smart protocol <-> Wi-Fi translation and make the devices actually controllable from a Wi-Fi-connected client. 8. Building 28-Core Raspberry Pi Cluster from Scratch: Release The Kraken This is the second installment of my 'How I built' trilogy detailing the build process of all 3 of my clusters. Read the first here. 9. The Nvidia Jetson Nano Is The Biggest Industrial IoT Revolution It feels like yesterday when the Raspberry Pi foundation released the first-in-line Single Board Computer (SBC) to the market. Back in 2012, Raspberry Pi wasn't alone in the SBC growing market, however, it was the first to make a community-based product that brings the hardware and the software eco-system to a beautiful harmony on the internet. 10. Can a Pi 4 replace your home theatre PC? The short answer is yes. For my labour day long weekend project, I decided to try my hand once again at configuring a Raspberry Pi as a home theatre PC. 11. How to Make a Retro Game Console Based on Raspberry Pi? Here is a great project that will help you start making game console based on Raspberry Pi step by step. [12. Rust Cross Compiling to the Raspberry Pi](https://hackernoon.com/building-a-wireless-thermostat-in-rust-for-raspberry-pi-part-2) Efficiently set up a development environment for cross-compiling Rust code for other platforms, including Raspberry Pi and AWS Lambda. 13. How to set up a RaspberryPi to share files and media Over the past months, I’ve been slowly assembling a suite of self-hosted tools and services on a shiny new RaspberryPi 400. 14. Here's How I Got Started With Kubernetes: Part I While scheduling classes for my final semester of college, I was very eager to do something different. Like many of my computer science peers, I had grown tired of the typical class where we have to reinvent the wheel when learning new concepts. 15. 4 Privacy Focused Raspberry Pi Projects 4 do it yourself projects with a Raspberry Pi for the privacy minded user 16. How I Used Raspberry Pi to Detect Water Leaks in My Home I decided to invest in a Raspberry Pi and Courier to make sure that I would get a notification any time there was even a small leak in my home. 17. Human Detection System Using RaspberryPi, Thermal Camera and Machine Learning Triggering reliable events based on the presence of people has been the dream of many geeks and DIY automators for a while. Having your house to turn the lights on or off when you enter or exit your living room is an interesting application, for instance. Most of the solutions out there to solve these kinds of problems, even more high-end solutions like the Philips Hue sensors, detect motion, not actual people presence — which means that the lights will switch off once you lay on your couch like a sloth. 18. IoT Electric Scooter Cloud Data Collection and Visualization with Soracom + Raspberry Pi [Part 2] 19. How to Control your IoT Electric Scooter Fleet Remotely with SORACOM Napter [Part 3] 20. How To Creat an Audible Object Detector [DIY Tutorial] For people with vision problems. 21. Why Do You Need to Patch Raspberry Pi? Because of its open-source nature, the Raspberry Pi source code could be analyzed by malicious actors and allow for targeted attacks. 22. Building a Raspberry Pi + ESP32 Drone: My First Steps Into Robotics A journey from a web developer to a drone maker, with all of the problems and solutions that come with making a drone using a Raspberry Pi and ESP32. 23. Create a LEDs-powered Cloud! ☁️⚡️✨ At Prynt, we have creativity days, we work on everything we want for few days. I believe this is really important to have some time you can work on something else for your company. A colleague did some art paint in our office, another create slack emoji of everyone in the company, I decided to create this cloud with the help of some colleagues (by the way, we name it Claudie). 24. How to Set up Raspberry Pi Headless with Ubuntu 21.04 in 9 Easy Steps 9 easy steps to set up a raspberry pi with a Ubuntu Server 21.04 without using a screen. 25. I Tried Hacking a Bluetooth Speaker - Here's What Happened Next In this article, we’ll attempt to hack a Bluetooth speaker using my knowledge of CyberSecurity. 26. How I Built a Houseplant Alerting System with ksqlDB on Apache Kafka Learn how I built an IoT data pipeline, powering real-time alerts that notified me to water my houseplants using a Raspberry Pi, Apache Kafka, and ksqlDB. 27. Setting Up a Dedicated Database Server on Raspberry Pi Learn how to set up a MariaDB database server on a Raspberry Pi 4 Model B with 8 GB of RAM that you can connect to your local network through WiFi or Ethernet 28. House Alarm with a Pi: The Smart Door Following on from my previous post, I decided that for my next Smarthome project it would be a good idea to build a sensor for the front door, that way I would be able to detect whether the door is open or closed. 29. Playing With Yourself: The Power of Personal Projects “Please pray for my son,” is my mother’s go-to phrase whenever she comes to visit my condo in San Diego. My home lab is strung up with a web of audio, visual, and power cords. Wandering eyes will find themselves crossing resistors, soldering irons, microcontrollers, drones, robot pets, and even more robot pets. It’s certainly no surprise why she’s a little worried. My mother’s opinion aside; in the developer community, personal projects can be seen as ways to reinforce bad practices and a poor investment of time and money. Even I notice that my Instagram posts on wire organization might be misconstrued as a red flag. But I believe the personal projects I’ve made have helped me become a better, creative, and more resourceful engineer. 30. How to Build a 32-Core Raspberry Pi Cluster From Scratch How to Build a 32-Core Raspberry Pi Cluster From Scratch 31. Raspberry Pi 400: $70 Cheapest PC of 2020 for Programming If you have ever wondered if there is any Desktop PC that comes at a very cheap price, you probably wouldn't have looked at Raspberry Pi, no one did. Until now, Raspberry Pi was a compact, small machine with limited performance but it has changed with the arrival of Raspberry Pi 400. Raspberry Pi 400 is a complete personal computer built into the Raspberry Pi Keyboard giving us the cheapest complete computer of all time. 32. Raspberry Pi Wireless Thermostat - in Rust! I created a fully working wireless thermostat that runs on a Raspberry Pi, written in Rust, as a practical learning project. 33. Building Cheap Raspberry Pi Cluster from Scratch This is the first of the 'How I built' trilogy detailing the build process of all 3 of my clusters. 34. BitBanged SPI in Go [Explained] I’m going to focus mostly on some design decisions and how I went about writing an SPI interface using Go on a Raspberry Pi. I assume my readers have a basic understanding of what a Raspberry Pi is, and how basic electronics work. If not, read on anyway and I will be sure to include some valuable resources below. 35. Building Real-Time Vehicle Detection System From vehicle counting and smart parking systems to Autonomous Driving Assistant Systems, the demand for detecting cars, buses, and motorbikes is increasing and soon will be as common of an application as face detection. And of course, they need to run real-time to be usable in most real-world applications, because who will rely on an Autonomous Driving Assistant Systems if it cannot detect cars in front of us while driving. In this post, I will show you how you can implement your own car detector using pre-trained models that are available for download: MobileNet SSD and Xailient Car Detector. 36. The True Key to Web3 Adoption: Pies, Raspberry Ones True Web3 adoption is in bringing the device-powered networks that run on Web2 backbones to blockchain - and Raspberry Pi is the ultimate hardware for the job. 37. BitBanged Serial Peripheral Interface in Go on Raspberry Pi [Explained] I’m going to focus mostly on some design decisions and also how I went about writing an SPI interface using Go on a Raspberry Pi. I assume my readers have a basic understanding of what a Raspberry Pi is, and how basic electronics work. If not, read on anyway and I will be sure to include some valuable resources below. 38. Tutorial: Build AdonisJS API to store your Raspberry Pi Temperature In this tutorial we will use AdonisJS to build a simple API that will collect the data from the sensors and store it in a Postgres database 39. How to Perform a Rogue Raspberry Pi Exploit How a $20 Raspberry Pi can be used as pentest tool and what to look out for to protect your network. 40. Circuit Design: Ways to Do It Correctly Our universe is formed by gradually connecting the matter to form the galaxies and stars after the Big Bang explosion. These fully formed planets and stars are conjoint to create the universe in which the human exists. Similarly, in electronics, each component is linked together to make a circuit, which can establish a connection among the components without any resistance in between the process. The connection should form a closed loop that can keep the devices running. 41. How You Can Control Your Smart Home Through a Telegram Bot You’ve got your smart home fully set up. You regularly like to show off with your friends how cool it is to turn on light bulbs, play videos and movies with a hint to your voice assistant, make coffee and adjust the thermostat with a tap on an app. Congratulations! 42. Raspberry Pi 4b mSata-SSD vs MicroSD I just wanted to see if it was faster... And.... It is. 43. How to Configure a Raspberry Pi High Quality Camera I picked up the new Raspberry Pi High Quality camera last week. It’s pretty impressive. In this article, I’ll show you some ways to interact with this camera and do some cool stuff with it. 44. How Hot Does it Get Inside a Car During a Heat Wave? Using a Raspberry Pi to measure the temperature inside a Ford Focus during a record-breaking heatwave. 45. How to customize your hacking set-up for the most affordable price This article discusses the most affordable hacking setup at the least expensive price point possible. As a beginner, you don't need much of a really powerful PC 46. Building a Cellular-Connected IoT Electric Scooter w/ Soracom + Raspberry Pi in One Hour [Part 1] 47. A Beginner's Guide to Home Automation with the Internet of Things (IoT) Home automation can be achieved using IoT/Smart devices. IoT is a network of devices, devices that are embedded with sensors, software and other tech. 48. How to Build an Emulator for a Fantasy CPU in JavaScript Introduction 49. How to Use Materialize and Redpanda to Analyze Raspberry Pi Temperature Data This is a self-contained demo using Materialize to process data IoT devices data directly from a PostgreSQL server. 50. Making My IoT Security Camera System on Render How To Create Your Own Security Camera System With Raspberry Pi, Picamera2, Flask, and Render 51. The Tech Adventures of NimbleArchitect Smart House Alarm with a Pi: The Dumb Doorbell 52. How to Host a Valheim Dedicated Server with Docker on a Rock Pi X I set out on a voyage to find a way to self-host a dedicated server at home on the cheapest x86 single-board computer with the Raspberry Pi form factor. 53. IoT Tutorial: Room Temperature Sensors From A Raspberry Pi, Using Go In this tutorial, I’ll show you how to grab temperature from a Raspberry Pi and build an endpoint to store the data, with Go. 54. n8n + Raspberry Pi In the quest of exploring a wide variety of use-cases that are inspiring, I reached out to Tephlon, who is an active member of the community and has been working on n8n-pi. 55. [DIY] Use Python to Control the Pins of a Raspberry Pi to Light Up LEDs Want to learn how to control the GPIO (general-purpose input/output) pins of a Raspberry Pi with Python? Well, you're in the right place. 56. Build A Smart Baby Monitor Using a RaspberryPi and Tensorflow Some of you may have noticed that it’s been a while since my last article, despite winning this year's IoT Noonies award (btw thanks to all of you who voted, that means a lot to me!). 57. How We Added Surge Pricing Capabilities to our IoT eScooter with AWS Lambda and SORACOM Funk This article also comes in video form! 58. Guide: How to Emulate a Raspberry Pi Cluster with Docker Compose TL;DR Thank you for checking out the 58 most read stories about Raspberry Pi on HackerNoon. to find the most read stories about any technology. Visit the /Learn Repo

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