Code-Along #7: Identifying Trends in US Traffic Data

UpLevel

Obtain US traffic data and use algorithms and models to identify patterns, including time-series analysis.

<p>Are you</p><ul><li>proficient in Python?</li><li>interested in working with over 7M rows of data?</li><li>hoping to understand the right way to approach a new dataset?</li></ul><p>Join UpLevel in our monthly Code-Along!</p><p>In this month&#x27;s code-along, UpLevel co-founder and instructor Jackie will teach you to mine insights from US traffic data, making use of relevant algorithms and models to perform data analysis. If you&#x27;ve always wondered how to approach a new (to you) dataset from scratch, this session will teach you some tips and tricks just for that.</p>

<h2>What You&#x27;ll Do</h2><ol><li>Acquire US traffic data</li><li>Use various algorithms, models and statistical tests to identify the most obvious patterns present in the dataset</li><li>In particular, perform time-series analysis</li></ol><h2>The Bring-Your-Own-Project Series</h2><p>Some of our Datanauts have approached us to ask if they could get additional assistance on their own side projects. We&#x27;ve asked for their permission to bring these projects to you, during our monthly code-alongs.</p><p>If you have a project or a dataset that you&#x27;d like us to explore, hit us up at rachel@uplevel.work and let&#x27;s work something out!</p><h2>Datanaut Perks</h2><p>UpLevel Datanauts* will also get access to the following</p><ul><li>AMA in the final 15 min</li><li>recording of both the code-along and the AMA</li><li>project notebook to accompany the code-along</li></ul><h3>Pay-as-You-Wish</h3><p>A number of folks mentioned that they loved our code-alongs and would be interested in donating to show their appreciation. If you would like, you may donate any amount (we recommend $10) via the following methods:</p><ul><li>[Local] via <strong>PayNow/PayLah</strong> to UEN <strong>201921291D</strong></li><li>[International] via <strong>PayPal</strong> to <strong>jackie@uplevel.work</strong></li></ul><p>If you are currently of limited means, rest assured that donation is <em>not compulsory</em>, and you may still attend the code-along for free.</p>

<p>Jackie is co-founder and chief instructor of UpLevel. He was previously chief academic officer of UpCode Academy and has taught Python and data science for over 5 years. He holds a PhD in applied machine learning. He strongly believes in project-based learning, where students get to do end-to-end projects and build real data product prototypes.</p><p>In real-world experience, he has assisted regional MNCs and SMEs in their digital transformation, including the design of a P2P algorithm for the unbanked population in SEA. He is also an international speaker on entrepreneurship and AI. Prior to UpLevel, Jackie was co-founder of InsurTech startup fundMyLife, which made use of deep learning to match consumers with financial advisors. He has also been awarded Forbes 30 under 30, among other accolades.</p>

<p><strong>NB</strong></p><p>*UpLevel Datanauts are students who have done projects with UpLevel, and/or are current subscribers. If you want to be part of a community that is constantly UpLeveling your career, consider signing up for a subscription with us <a href="https://dataprojects.uplevel.work/join-us/p/subscription-monthly" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">here</a>. </p>

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Code-Along #7: Identifying Trends in US Traffic Data

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Code-Along #7: Identifying Trends in US Traffic Data

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