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Favorite tweet: Introducing a new approach for training #ML models using noisy data that works by dynamically assigning importance weights to both individual instances and class labels, thus reducing the impact of noisy examples. Learn more about it at https://t.co/lKYl0fzeYD https://t.co/ySCm1HAzKT — Google AI (@GoogleAI) Feb 28, 2022 Introducing a new approach for training #ML models using noisy data that works by dynamically assigning importance weights to both individual instances and class labels, thus reducing the impact of noisy examples. Learn more about it at https://t.co/lKYl0fzeYD https://t.co/ySCm1HAzKT https://twitter.com/GoogleAI/status/1498359626202587148 https://t.co/lKYl0fzeYD March 01, 2022 at 03:09AM

Favorite tweet: SHAP: Explain Any Machine Learning Model in Python https://t.co/JqL46xxiBY #DataScience #MachineLearning #AI #DeepLearning https://t.co/A7lBAmkY8Y — Mike Tamir, PhD (@MikeTamir) Feb 27, 2022 SHAP: Explain Any Machine Learning Model in Python https://t.co/JqL46xxiBY #DataScience #MachineLearning #AI #DeepLearning https://t.co/A7lBAmkY8Y https://twitter.com/MikeTamir/status/1497974067449810944 https://t.co/JqL46xxiBY February 28, 2022 at 01:37AM

Favorite tweet: 140 #MachineLearning Formulas for #DataScientists (FREE 17-page PDF): https://t.co/9D1H2hAtqc ————— #BigData #DataScience #Statistics #DataMining #Mathematics #DataLiteracy #StatisticalLiteracy #abdsc ——— ➕Deepen your Bayesian Inference #Python expertise: https://t.co/hfbBeMLr9P https://t.co/8N8CwyJgHc — Kirk Borne (@KirkDBorne) Feb 26, 2022 140 #MachineLearning Formulas for #DataScientists (FREE 17-page PDF): https://t.co/9D1H2hAtqc ————— #BigData #DataScience #Statistics #DataMining #Mathematics #DataLiteracy #StatisticalLiteracy #abdsc ——— ➕Deepen your Bayesian Inference #Python expertise: https://t.co/hfbBeMLr9P https://t.co/8N8CwyJgHc https://twitter.com/KirkDBorne/status/1497599797779472391 https://t.co/9D1H2hAtqc February 27, 2022 at 12:49AM

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Favorite tweet: I started my machine learning career learning Decision Trees. I think it's the perfect introduction to the field for those with a software development background. Here is a great place to start: https://t.co/yJc8P2wfXZ https://t.co/hjV3PgTmAI — Santiago (@svpino) Feb 24, 2022 I started my machine learning career learning Decision Trees. I think it's the perfect introduction to the field for those with a software development background. Here is a great place to start: https://t.co/yJc8P2wfXZ https://t.co/hjV3PgTmAI https://twitter.com/svpino/status/1496832299584786433 https://t.co/yJc8P2wfXZ February 24, 2022 at 10:00PM

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Favorite tweet: Read about 4D-Net, a neural network that learns to combine inputs from streams of 3D point cloud and RGB camera image data to enable effective 3D object detection in autonomous driving while maintaining computational efficiency. https://t.co/5kpWVqM9aL https://t.co/EprRQlAL3G — Google AI (@GoogleAI) Feb 23, 2022 Read about 4D-Net, a neural network that learns to combine inputs from streams of 3D point cloud and RGB camera image data to enable effective 3D object detection in autonomous driving while maintaining computational efficiency. https://t.co/5kpWVqM9aL https://t.co/EprRQlAL3G https://twitter.com/GoogleAI/status/1496607024049627137 https://t.co/5kpWVqM9aL February 24, 2022 at 07:04AM

Favorite tweet: 🚀SEO & Marketing with Machine Learning Algorithms 📈 🧷Cc:@DataScienceDojo #ComputerVision #MachineLearning #AI #Python #IoT #IIoT #TensorFlow #DeepLearning #Robotics #100DaysOfCode #Tech https://t.co/hXLD2P5vJz https://t.co/EJkpQGmTAS — Bojana Vukov (@BojanaVukov) Feb 23, 2022 🚀SEO & Marketing with Machine Learning Algorithms 📈 🧷Cc:@DataScienceDojo #ComputerVision #MachineLearning #AI #Python #IoT #IIoT #TensorFlow #DeepLearning #Robotics #100DaysOfCode #Tech https://t.co/hXLD2P5vJz https://t.co/EJkpQGmTAS https://twitter.com/BojanaVukov/status/1496439699325341696 https://t.co/hXLD2P5vJz February 23, 2022 at 08:00PM

Favorite tweet: Introduction to #Algorithms (3rd edition): https://t.co/scw7uN2agv (over 1300 five-star reviews) ————— #Mathematics #ComputerScience #100DaysOfCode #DataScience #MachineLearning #AI #ComputationalScience https://t.co/wox3k4H6Y3 — Kirk Borne (@KirkDBorne) Feb 19, 2022 Introduction to #Algorithms (3rd edition): https://t.co/scw7uN2agv (over 1300 five-star reviews) ————— #Mathematics #ComputerScience #100DaysOfCode #DataScience #MachineLearning #AI #ComputationalScience https://t.co/wox3k4H6Y3 https://twitter.com/KirkDBorne/status/1494886355675013129 https://t.co/scw7uN2agv February 19, 2022 at 01:07PM

Favorite tweet: Automated #MachineLearning Hyperparameter Tuning in #Python: https://t.co/jBs2ojOn91 —————— #abdsc #BigData #DataScience #AI #MetaLearning #Algorithms #Coding #DataScientists #100DaysOfCode https://t.co/Uj6czKTuPS — Kirk Borne (@KirkDBorne) Feb 19, 2022 Automated #MachineLearning Hyperparameter Tuning in #Python: https://t.co/jBs2ojOn91 —————— #abdsc #BigData #DataScience #AI #MetaLearning #Algorithms #Coding #DataScientists #100DaysOfCode https://t.co/Uj6czKTuPS https://twitter.com/KirkDBorne/status/1494877530683228162 https://t.co/jBs2ojOn91 February 19, 2022 at 12:32PM

Favorite tweet: [Free PDF Download] Introduction to #Probability for Data Science: https://t.co/L51j3uevUR by @stanley_h_chan ————— #StatisticalLiteracy #Mathematics #AI #BigData #MachineLearning #DataScience #DataScientists #DataLiteracy #Statistics https://t.co/hT1d8Ntzpr — Kirk Borne (@KirkDBorne) Feb 12, 2022 [Free PDF Download] Introduction to #Probability for Data Science: https://t.co/L51j3uevUR by @stanley_h_chan ————— #StatisticalLiteracy #Mathematics #AI #BigData #MachineLearning #DataScience #DataScientists #DataLiteracy #Statistics https://t.co/hT1d8Ntzpr https://twitter.com/KirkDBorne/status/1492298428906622977 https://t.co/L51j3uevUR February 12, 2022 at 09:44AM

Favorite tweet: Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow Link - https://t.co/rJd4o8ukoV #MachineLearning #ML #100DaysOfCode #CodeNewbie #WomenWhoCode #DEVCommunity #DevOps #Coding #Python #DeepLearning #DataScience #AI #programming — Domesticated Brain (@rasangarocks) Feb 9, 2022 Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow Link - https://t.co/rJd4o8ukoV #MachineLearning #ML #100DaysOfCode #CodeNewbie #WomenWhoCode #DEVCommunity #DevOps #Coding #Python #DeepLearning #DataScience #AI #programming https://twitter.com/rasangarocks/status/1491382215200370690 https://t.co/rJd4o8ukoV February 09, 2022 at 09:03PM

Favorite tweet: Mathematical Foundations of #ArtificialIntelligence — Statistics and #MachineLearning in #Python (FREE 300-page PDF): https://t.co/QKuLuF3UWq ———— #Statistics #Mathematics #DeepLearning #Coding #DataScientists #BigData #DataScience #AI #NeuralNetworks #Calculus #LinearAlgebra https://t.co/y779k8JD7l — Kirk Borne (@KirkDBorne) Feb 9, 2022 Mathematical Foundations of #ArtificialIntelligence — Statistics and #MachineLearning in #Python (FREE 300-page PDF): https://t.co/QKuLuF3UWq ———— #Statistics #Mathematics #DeepLearning #Coding #DataScientists #BigData #DataScience #AI #NeuralNetworks #Calculus #LinearAlgebra https://t.co/y779k8JD7l https://twitter.com/KirkDBorne/status/1491274450914144257 https://t.co/QKuLuF3UWq February 09, 2022 at 01:55PM

Favorite tweet: 국내 최초로 스마트시티와 스마트홈을 한 곳에 전시한 '더스마티움'! 국토부 정책기자단이 직접 다녀왔습니다! 생생한 취재 후기, 함께 볼까요?😊 자세히 알아보기 ▶https://t.co/UWPPEksQrn ▶https://t.co/fOCzgJmJIC #국토교통부 #국토부 #더스마티움 #스마트시티 #스마트홈 #신도시 #정책기자단 https://t.co/HDzPuSwzCo — 국토교통부 (@Korea_land) Feb 11, 2022 국내 최초로 스마트시티와 스마트홈을 한 곳에 전시한 '더스마티움'! 국토부 정책기자단이 직접 다녀왔습니다! 생생한 취재 후기, 함께 볼까요?😊 자세히 알아보기 ▶https://t.co/UWPPEksQrn ▶https://t.co/fOCzgJmJIC #국토교통부 #국토부 #더스마티움 #스마트시티 #스마트홈 #신도시 #정책기자단 https://t.co/HDzPuSwzCo https://twitter.com/Korea_land/status/1491943359744647175 https://t.co/UWPPEksQrn February 11, 2022 at 10:13AM

Favorite tweet: Fine-tuning pre-trained models is common in NLP, but forking the model for each task can be a burden. Prompt tuning adds a small set of learnable vectors to the input and can match fine-tuning quality while sharing the same frozen model across all tasks. https://t.co/NKHhMzk056 https://t.co/sceEtJz1u2 — Google AI (@GoogleAI) Feb 10, 2022 Fine-tuning pre-trained models is common in NLP, but forking the model for each task can be a burden. Prompt tuning adds a small set of learnable vectors to the input and can match fine-tuning quality while sharing the same frozen model across all tasks. https://t.co/NKHhMzk056 https://t.co/sceEtJz1u2 https://twitter.com/GoogleAI/status/1491915977138720770 https://t.co/NKHhMzk056 February 11, 2022 at 08:24AM

Favorite tweet: FREE 223-page PDF — content for the course on #Probability & #Statistics for first-year #mathematics students at Cambridge University: https://t.co/VTryUzFnGW ———— #StatisticalLiteracy #BigData #DataScience #DataLiteracy #MachineLearning #BeDataBrilliant (BIG FILE. SLOW DOWNLOAD) https://t.co/2uUtFZWpuY — Kirk Borne (@KirkDBorne) Feb 9, 2022 FREE 223-page PDF — content for the course on #Probability & #Statistics for first-year #mathematics students at Cambridge University: https://t.co/VTryUzFnGW ———— #StatisticalLiteracy #BigData #DataScience #DataLiteracy #MachineLearning #BeDataBrilliant (BIG FILE. SLOW DOWNLOAD) https://t.co/2uUtFZWpuY https://twitter.com/KirkDBorne/status/1491279042246438915 https://t.co/VTryUzFnGW February 09, 2022 at 02:13PM

Favorite tweet: This video brings me joy! Definitely the funkiest derivation of this integral I’ve seen https://t.co/ZYbAxd6iAs #math — MathEmmatician (@EmmaZajdela) Feb 9, 2022 This video brings me joy! Definitely the funkiest derivation of this integral I’ve seen https://t.co/ZYbAxd6iAs #math https://twitter.com/EmmaZajdela/status/1491274617658515460 https://t.co/ZYbAxd6iAs February 09, 2022 at 01:55PM

Favorite tweet: Delighted to share our latest book on "Shared Mobility and Automated Vehicles: Responding to Socio-Technical Changes and Pandemics." It is now available at the Institution of Engineering and Technology (IET): https://t.co/xNF6nXmTqc #sharedmobility #driverless #AV #EV #equity https://t.co/iwXSMkYYR0 — Susan Shaheen (@SusanShaheen1) Feb 8, 2022 Delighted to share our latest book on "Shared Mobility and Automated Vehicles: Responding to Socio-Technical Changes and Pandemics." It is now available at the Institution of Engineering and Technology (IET): https://t.co/xNF6nXmTqc #sharedmobility #driverless #AV #EV #equity https://t.co/iwXSMkYYR0 https://twitter.com/SusanShaheen1/status/1491158032684056576 https://t.co/xNF6nXmTqc February 09, 2022 at 06:12AM

Favorite tweet: 서울과 부산을 오갈 때 어떤 교통수단을 주로 이용하시나요?😃 서울과 부산을 이어주는 대중교통의 가격과 특징을 비교하여 알려드립니다!🙌 자세히 알아보기▶https://t.co/nNwMfdQGxw #국토교통부 #국토부 #서울부산여행 #서울부산 #교통수단 #여행 #정책기자단 https://t.co/zS85Unphz4 — 국토교통부 (@Korea_land) Feb 8, 2022 서울과 부산을 오갈 때 어떤 교통수단을 주로 이용하시나요?😃 서울과 부산을 이어주는 대중교통의 가격과 특징을 비교하여 알려드립니다!🙌 자세히 알아보기▶https://t.co/nNwMfdQGxw #국토교통부 #국토부 #서울부산여행 #서울부산 #교통수단 #여행 #정책기자단 https://t.co/zS85Unphz4 https://twitter.com/Korea_land/status/1490854920857133058 https://t.co/nNwMfdQGxw February 08, 2022 at 10:08AM

Favorite tweet: Share your thoughts about transportation #equity & justice. Now is your chance to submit your research to the #TRRJournal! Papers for the focus issue on equity & justice are due June 30. https://t.co/CTXkAcqJxe https://t.co/1hJ8lalR5p — TRB (@NASEMTRB) Feb 7, 2022 Share your thoughts about transportation #equity & justice. Now is your chance to submit your research to the #TRRJournal! Papers for the focus issue on equity & justice are due June 30. https://t.co/CTXkAcqJxe https://t.co/1hJ8lalR5p https://twitter.com/NASEMTRB/status/1490732586494308355 https://t.co/CTXkAcqJxe February 08, 2022 at 02:01AM

Favorite tweet: A Survey of Automated #MachineLearning on Graphs: https://t.co/uSyiVWw3d1 ———— #KnowledgeGraphs #LinkedData #RDF #GraphDB #BigData #DataScience #AI #AutoML #IntelligentGraph #GraphAnalytics https://t.co/cCiJCPzujw — Kirk Borne (@KirkDBorne) Feb 5, 2022 A Survey of Automated #MachineLearning on Graphs: https://t.co/uSyiVWw3d1 ———— #KnowledgeGraphs #LinkedData #RDF #GraphDB #BigData #DataScience #AI #AutoML #IntelligentGraph #GraphAnalytics https://t.co/cCiJCPzujw https://twitter.com/KirkDBorne/status/1489839532199628803 https://t.co/uSyiVWw3d1 February 05, 2022 at 02:53PM

Favorite tweet: [Free PDF Download] Introduction to #Probability for Data Science: https://t.co/L51j3udY5j by @stanley_h_chan ————— #StatisticalLiteracy #Mathematics #AI #BigData #MachineLearning #DataScience #DataScientists #DataLiteracy #Statistics https://t.co/W8I5hEoJ3P — Kirk Borne (@KirkDBorne) Feb 6, 2022 [Free PDF Download] Introduction to #Probability for Data Science: https://t.co/L51j3udY5j by @stanley_h_chan ————— #StatisticalLiteracy #Mathematics #AI #BigData #MachineLearning #DataScience #DataScientists #DataLiteracy #Statistics https://t.co/W8I5hEoJ3P https://twitter.com/KirkDBorne/status/1490259225787969546 https://t.co/L51j3udY5j February 06, 2022 at 06:41PM

Favorite tweet: How #AI is Transforming the #Construction Industry: https://t.co/7FsjKRDCwH ————— #abdsc #BigData #DataScience #MachineLearning #Automation #DigitalTransformation #VR #AR #DigitalTwins #4DPrinting #Robotics #Blockchain ————— Graphic source: https://t.co/ZHY3YoaWfn https://t.co/BSiwHxThuo — Kirk Borne (@KirkDBorne) Feb 5, 2022 How #AI is Transforming the #Construction Industry: https://t.co/7FsjKRDCwH ————— #abdsc #BigData #DataScience #MachineLearning #Automation #DigitalTransformation #VR #AR #DigitalTwins #4DPrinting #Robotics #Blockchain ————— Graphic source: https://t.co/ZHY3YoaWfn https://t.co/BSiwHxThuo https://twitter.com/KirkDBorne/status/1490100823405252611 https://t.co/7FsjKRDCwH February 06, 2022 at 08:11AM

Favorite tweet: *Online* eBook [open access] — #MachineLearning from Scratch: https://t.co/LOyJqvY21I ————— #BigData #DataScience #Statistics #AI #DataMining #Mathematics #Algorithms #NeuralNetworks #DeepLearning #DataLiteracy #Python #DataScientists #100DaysOfCode https://t.co/k0aMxi1bhr — Kirk Borne (@KirkDBorne) Feb 5, 2022 *Online* eBook [open access] — #MachineLearning from Scratch: https://t.co/LOyJqvY21I ————— #BigData #DataScience #Statistics #AI #DataMining #Mathematics #Algorithms #NeuralNetworks #DeepLearning #DataLiteracy #Python #DataScientists #100DaysOfCode https://t.co/k0aMxi1bhr https://twitter.com/KirkDBorne/status/1489859821801287681 https://t.co/LOyJqvY21I February 05, 2022 at 04:13PM

Favorite tweet: #Algorithms for decision-making — excellent FREE download eBook from MIT: https://t.co/TRP1USGDrF ————— #abdsc #AI #MachineLearning #BigData #DataScience #DataScientists #Mathematics #Statistics #DataLeadership https://t.co/DpnbX2KKn6 — Kirk Borne (@KirkDBorne) Feb 5, 2022 #Algorithms for decision-making — excellent FREE download eBook from MIT: https://t.co/TRP1USGDrF ————— #abdsc #AI #MachineLearning #BigData #DataScience #DataScientists #Mathematics #Statistics #DataLeadership https://t.co/DpnbX2KKn6 https://twitter.com/KirkDBorne/status/1489767934402646019 https://t.co/TRP1USGDrF February 05, 2022 at 10:08AM

Favorite tweet: “In recent years, major transportation organizations, including the @ITEhq and TRB, have made commitments to social equity and justice.” Nice shout out to us! We appreciate it, @LitmanVTPI and @planetizen, and we take #equity very seriously. https://t.co/zH3UZse0Td https://t.co/tJStqu1VfT — TRB (@NASEMTRB) Feb 4, 2022 “In recent years, major transportation organizations, including the @ITEhq and TRB, have made commitments to social equity and justice.” Nice shout out to us! We appreciate it, @LitmanVTPI and @planetizen, and we take #equity very seriously. https://t.co/zH3UZse0Td https://t.co/tJStqu1VfT https://twitter.com/NASEMTRB/status/1489703968271908868 https://t.co/zH3UZse0Td February 05, 2022 at 05:54AM

Favorite tweet: Washington D.C. is planning to install more protected bike lanes, "part of the city’s plan to enhance traffic safety and make D.C. carbon-neutral by 2050," reports @luzcita in @washingtonpost. https://t.co/rBbzqTlJGR https://t.co/6jCTBRtmvV — TRB (@NASEMTRB) Feb 4, 2022 Washington D.C. is planning to install more protected bike lanes, "part of the city’s plan to enhance traffic safety and make D.C. carbon-neutral by 2050," reports @luzcita in @washingtonpost. https://t.co/rBbzqTlJGR https://t.co/6jCTBRtmvV https://twitter.com/NASEMTRB/status/1489657514979438594 https://t.co/rBbzqTlJGR February 05, 2022 at 02:50AM

Favorite tweet: Brilliant book by Kevin P. Murphy! Probabilistic #MachineLearning (2nd Ed, 2022, PDF is free): https://t.co/3T7n57qBjG + Read about it: https://t.co/jEZar1nkWZ ———— #AI #DeepLearning #BigData #DataScience #Mathematics #Probability #Statistics #LinearAlgebra #NeuralNetworks #abdsc https://t.co/N4hJsH3JZe — Kirk Borne (@KirkDBorne) Feb 2, 2022 Brilliant book by Kevin P. Murphy! Probabilistic #MachineLearning (2nd Ed, 2022, PDF is free): https://t.co/3T7n57qBjG + Read about it: https://t.co/jEZar1nkWZ ———— #AI #DeepLearning #BigData #DataScience #Mathematics #Probability #Statistics #LinearAlgebra #NeuralNetworks #abdsc https://t.co/N4hJsH3JZe https://twitter.com/KirkDBorne/status/1488825995637501952 https://t.co/3T7n57qBjG February 02, 2022 at 07:45PM

Favorite tweet: Understanding the role of individual units in a deep neural network https://t.co/h4L2dKmKyM #AI #DeepLearning #MachineLearning #DataScience https://t.co/Tjn9RqLOEh — Mike Tamir, PhD (@MikeTamir) Feb 2, 2022 Understanding the role of individual units in a deep neural network https://t.co/h4L2dKmKyM #AI #DeepLearning #MachineLearning #DataScience https://t.co/Tjn9RqLOEh https://twitter.com/MikeTamir/status/1488693914995470340 https://t.co/h4L2dKmKyM February 02, 2022 at 11:01AM

Favorite tweet: Math for #MachineLearning and #Artificialintelligence — get FREE 479-page PDF eBook on The #Mathematics and #Statistics Foundations of #DataScience here: https://t.co/13AdC8x8pA ———— #AI #DeepLearning #NeuralNetworks #abdsc —— ➕Also see this helpful book: https://t.co/jdR4E8c0bT https://t.co/KCv53D1WIo — Kirk Borne (@KirkDBorne) Feb 2, 2022 Math for #MachineLearning and #Artificialintelligence — get FREE 479-page PDF eBook on The #Mathematics and #Statistics Foundations of #DataScience here: https://t.co/13AdC8x8pA ———— #AI #DeepLearning #NeuralNetworks #abdsc —— ➕Also see this helpful book: https://t.co/jdR4E8c0bT https://t.co/KCv53D1WIo https://twitter.com/KirkDBorne/status/1488826545925984258 https://t.co/13AdC8x8pA February 02, 2022 at 07:48PM

Favorite tweet: Two most remembered persons in the year 2500: Einstein redefined the relationship between space and time, while Alexander redefined the relationship between space and mind. See the first 5 minutes if you have little time: https://t.co/dwlxNpuGhc https://t.co/cm7T8DlwmJ — Bin Jiang (@binjiangxp) Feb 2, 2022 Two most remembered persons in the year 2500: Einstein redefined the relationship between space and time, while Alexander redefined the relationship between space and mind. See the first 5 minutes if you have little time: https://t.co/dwlxNpuGhc https://t.co/cm7T8DlwmJ https://twitter.com/binjiangxp/status/1488819389008859136 https://t.co/dwlxNpuGhc February 02, 2022 at 07:19PM

Favorite tweet: Excited to share my latest book! I authored numerous chapters, reflecting 20+ years of my research and thinking, along with many notable scholars. This is an objective academic book on Shared Mobility + Automation, reflecting major changes, like COVID. https://t.co/xNF6nXDWsc https://t.co/fc0rExIR3D — Susan Shaheen (@SusanShaheen1) Feb 2, 2022 Excited to share my latest book! I authored numerous chapters, reflecting 20+ years of my research and thinking, along with many notable scholars. This is an objective academic book on Shared Mobility + Automation, reflecting major changes, like COVID. https://t.co/xNF6nXDWsc https://t.co/fc0rExIR3D https://twitter.com/SusanShaheen1/status/1488711484255313925 https://t.co/xNF6nXDWsc February 02, 2022 at 12:10PM

Favorite tweet: #ICYMI the #HCM7 is now available! It contains new planning-level methods for connected and automated vehicles & a completely revised procedure for analyzing two-lane highways, among other changes. https://t.co/B4xS4fL7f7 https://t.co/ne0YnqqI8A — TRB (@NASEMTRB) Feb 1, 2022 #ICYMI the #HCM7 is now available! It contains new planning-level methods for connected and automated vehicles & a completely revised procedure for analyzing two-lane highways, among other changes. https://t.co/B4xS4fL7f7 https://t.co/ne0YnqqI8A https://twitter.com/NASEMTRB/status/1488520087095160843 https://t.co/B4xS4fL7f7 February 01, 2022 at 11:30PM