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a9eae52
1
Parent(s): e06774e
Upload 6 files
Browse files- Courses.py +55 -0
- Recommendations.py +7 -0
- Skills.py +10 -0
- flask_app.py +10 -0
- requirements.txt +14 -0
- setup.sh +15 -0
Courses.py
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ds_course = [['Machine Learning Crash Course by Google [Free]', 'https://developers.google.com/machine-learning/crash-course'],
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['Machine Learning A-Z by Udemy','https://www.udemy.com/course/machinelearning/'],
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['Machine Learning by Andrew NG','https://www.coursera.org/learn/machine-learning'],
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['Data Scientist Master Program of Simplilearn (IBM)','https://www.simplilearn.com/big-data-and-analytics/senior-data-scientist-masters-program-training'],
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['Data Science Foundations: Fundamentals by LinkedIn','https://www.linkedin.com/learning/data-science-foundations-fundamentals-5'],
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['Data Scientist with Python','https://www.datacamp.com/tracks/data-scientist-with-python'],
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['Programming for Data Science with Python','https://www.udacity.com/course/programming-for-data-science-nanodegree--nd104'],
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['Programming for Data Science with R','https://www.udacity.com/course/programming-for-data-science-nanodegree-with-R--nd118'],
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['Introduction to Data Science','https://www.udacity.com/course/introduction-to-data-science--cd0017'],
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['Intro to Machine Learning with TensorFlow','https://www.udacity.com/course/intro-to-machine-learning-with-tensorflow-nanodegree--nd230']]
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web_course = [['Django Crash course [Free]','https://youtu.be/e1IyzVyrLSU'],
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['Python and Django Full Stack Web Developer Bootcamp','https://www.udemy.com/course/python-and-django-full-stack-web-developer-bootcamp'],
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['React Crash Course [Free]','https://youtu.be/Dorf8i6lCuk'],
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['ReactJS Project Development Training','https://www.dotnettricks.com/training/masters-program/reactjs-certification-training'],
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['Full Stack Web Developer - MEAN Stack','https://www.simplilearn.com/full-stack-web-developer-mean-stack-certification-training'],
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['Node.js and Express.js [Free]','https://youtu.be/Oe421EPjeBE'],
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['Flask: Develop Web Applications in Python','https://www.educative.io/courses/flask-develop-web-applications-in-python'],
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['Full Stack Web Developer by Udacity','https://www.udacity.com/course/full-stack-web-developer-nanodegree--nd0044'],
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['Front End Web Developer by Udacity','https://www.udacity.com/course/front-end-web-developer-nanodegree--nd0011'],
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['Become a React Developer by Udacity','https://www.udacity.com/course/react-nanodegree--nd019']]
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android_course = [['Android Development for Beginners [Free]','https://youtu.be/fis26HvvDII'],
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['Android App Development Specialization','https://www.coursera.org/specializations/android-app-development'],
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['Associate Android Developer Certification','https://grow.google/androiddev/#?modal_active=none'],
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['Become an Android Kotlin Developer by Udacity','https://www.udacity.com/course/android-kotlin-developer-nanodegree--nd940'],
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['Android Basics by Google','https://www.udacity.com/course/android-basics-nanodegree-by-google--nd803'],
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['The Complete Android Developer Course','https://www.udemy.com/course/complete-android-n-developer-course/'],
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['Building an Android App with Architecture Components','https://www.linkedin.com/learning/building-an-android-app-with-architecture-components'],
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['Android App Development Masterclass using Kotlin','https://www.udemy.com/course/android-oreo-kotlin-app-masterclass/'],
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['Flutter & Dart - The Complete Flutter App Development Course','https://www.udemy.com/course/flutter-dart-the-complete-flutter-app-development-course/'],
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['Flutter App Development Course [Free]','https://youtu.be/rZLR5olMR64']]
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ios_course = [['IOS App Development by LinkedIn','https://www.linkedin.com/learning/subscription/topics/ios'],
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['iOS & Swift - The Complete iOS App Development Bootcamp','https://www.udemy.com/course/ios-13-app-development-bootcamp/'],
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['Become an iOS Developer','https://www.udacity.com/course/ios-developer-nanodegree--nd003'],
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['iOS App Development with Swift Specialization','https://www.coursera.org/specializations/app-development'],
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['Mobile App Development with Swift','https://www.edx.org/professional-certificate/curtinx-mobile-app-development-with-swift'],
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['Swift Course by LinkedIn','https://www.linkedin.com/learning/subscription/topics/swift-2'],
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['Objective-C Crash Course for Swift Developers','https://www.udemy.com/course/objectivec/'],
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['Learn Swift by Codecademy','https://www.codecademy.com/learn/learn-swift'],
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['Swift Tutorial - Full Course for Beginners [Free]','https://youtu.be/comQ1-x2a1Q'],
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['Learn Swift Fast - [Free]','https://youtu.be/FcsY1YPBwzQ']]
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uiux_course = [['Google UX Design Professional Certificate','https://www.coursera.org/professional-certificates/google-ux-design'],
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['UI / UX Design Specialization','https://www.coursera.org/specializations/ui-ux-design'],
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['The Complete App Design Course - UX, UI and Design Thinking','https://www.udemy.com/course/the-complete-app-design-course-ux-and-ui-design/'],
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['UX & Web Design Master Course: Strategy, Design, Development','https://www.udemy.com/course/ux-web-design-master-course-strategy-design-development/'],
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['The Complete App Design Course - UX, UI and Design Thinking','https://www.udemy.com/course/the-complete-app-design-course-ux-and-ui-design/'],
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['DESIGN RULES: Principles + Practices for Great UI Design','https://www.udemy.com/course/design-rules/'],
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['Become a UX Designer by Udacity','https://www.udacity.com/course/ux-designer-nanodegree--nd578'],
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['Adobe XD Tutorial: User Experience Design Course [Free]','https://youtu.be/68w2VwalD5w'],
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['Adobe XD for Beginners [Free]','https://youtu.be/WEljsc2jorI'],
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['Adobe XD in Simple Way','https://learnux.io/course/adobe-xd']]
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Recommendations.py
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#recommended skills
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ds_skills = ['Data Visualization','Predictive Analysis','Statistical Modeling','Data Mining','Clustering & Classification','Data Analytics','Quantitative Analysis','Web Scraping','ML Algorithms','Keras','Pytorch','Probability','Scikit-learn','Tensorflow',"Flask",'Streamlit']
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web_skills = ['React','Django','Node JS','React JS','php','laravel','Magento','wordpress','Javascript','Angular JS','c#','Flask','SDK']
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android_skills = ['Android','Android development','Flutter','Kotlin','XML','Java','Kivy','GIT','SDK','SQLite']
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ios_skills = ['IOS','IOS Development','Swift','Cocoa','Cocoa Touch','Xcode','Objective-C','SQLite','Plist','StoreKit',"UI-Kit",'AV Foundation','Auto-Layout']
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uiux_skills = ['UI','User Experience','Adobe XD','Figma','Zeplin','Balsamiq','Prototyping','Wireframes','Storyframes','Adobe Photoshop','Editing','Illustrator','After Effects','Premier Pro','Indesign','Wireframe','Solid','Grasp','User Research']
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no_skills = ['No Recommendations']
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Skills.py
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#keywords for domain
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ds_keyword = ['tensorflow','keras','pytorch','machine learning','deep Learning','flask','streamlit']
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web_keyword = ['react', 'django', 'node jS', 'react js', 'php', 'laravel', 'magento', 'wordpress','javascript', 'angular js', 'C#', 'Asp.net', 'flask']
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android_keyword = ['android','android development','flutter','kotlin','xml','kivy']
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ios_keyword = ['ios','ios development','swift','cocoa','cocoa touch','xcode']
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uiux_keyword = ['ux','adobe xd','figma','zeplin','balsamiq','ui','prototyping','wireframes','storyframes','adobe photoshop','photoshop','editing','adobe illustrator','illustrator','adobe after effects','after effects','adobe premier pro','premier pro','adobe indesign','indesign','wireframe','solid','grasp','user research','user experience']
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n_any = ['english','communication','writing', 'microsoft office', 'leadership','customer management', 'social media']
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flask_app.py
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from flask import Flask
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app = Flask(__name__)
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@app.route("/")
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def index():
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return "Hello, Flask!"
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if __name__ == "__main__":
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app.run(debug=True, port=5001)
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requirements.txt
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pandas
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base64
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time
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random
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datetime
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pyresparser
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os
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pdfminer3
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io
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streamlit_tags
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nltk
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streamlit
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spacy
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https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz
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setup.sh
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mkdir -p ~/.streamlit/
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echo "\
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[general]\n\
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email = \"your-email@domain.com\"\n\
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" > ~/.streamlit/credentials.toml
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echo "\
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[server]\n\
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headless = true\n\
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enableCORS=false\n\
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port = $PORT\n\
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[theme]
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base=\"dark"\n\" > ~/.streamlit/config.toml
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