Forwarded from JavaScript Resources | Libraries & Frameweorks| React Js|Node Js|Vue Js|Express|Angular|jQuery
Remote Frontend Developer Job at GROWE
2+ years of experience with React.js, basic knowledge of Next.js is a plus
Apply Here: https://kenyatrends.co.ke/remote-frontend-developer-job-at-growe/
2+ years of experience with React.js, basic knowledge of Next.js is a plus
Apply Here: https://kenyatrends.co.ke/remote-frontend-developer-job-at-growe/
KenyaTrends.co.ke
Remote Frontend Developer Job at GROWE - Kenya Trends
Growe welcomes those who are excited to: Work with R&D projects, complex marketing solutions, and product improvements; Develop and maintain adaptive and
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Technical Team Lead (Full Stack) Needed at Digi-Utu Africa
* Proficient in PHP, JavaScript, Node.js, and Laravel
* Experience: 8+ years
* Type: Remote, Full-time
* Budget: $2.5-3.5k/month
About the Job:
* Lead Scalable Development: Build and maintain high-performance applications using JavaScript, Node.js, PHP, and Laravel, setting technical standards for the team.
* Oversee CI/CD Pipelines: Partner with DevOps to design and manage automated CI/CD pipelines using Bamboo.
* Ensure Code Quality: Conduct code reviews, manage Git repositories, and uphold best practices in coding.
* Database Optimization: Architect efficient database solutions, ensuring seamless, secure data handling.
* Quality Assurance: Champion automated testing to maintain system reliability pre-deployment.
* Agile Collaboration: Work cross-functionally with designers, DevOps, and stakeholders to meet business goals.
* Accessibility Leadership: Advocate for WCAG-compliant development, mentoring the team in web accessibility.
* Mentorship: Guide and support junior developers, fostering professional growth.
* Technical Strategy: Define project direction and deliver creative, efficient solutions.
* Stay Ahead: Implement emerging technologies to keep projects cutting-edge.
Apply Now: https://kenyatrends.co.ke/technical-team-lead-full-stack-needed-at-digi-utu-africa/
* Proficient in PHP, JavaScript, Node.js, and Laravel
* Experience: 8+ years
* Type: Remote, Full-time
* Budget: $2.5-3.5k/month
About the Job:
* Lead Scalable Development: Build and maintain high-performance applications using JavaScript, Node.js, PHP, and Laravel, setting technical standards for the team.
* Oversee CI/CD Pipelines: Partner with DevOps to design and manage automated CI/CD pipelines using Bamboo.
* Ensure Code Quality: Conduct code reviews, manage Git repositories, and uphold best practices in coding.
* Database Optimization: Architect efficient database solutions, ensuring seamless, secure data handling.
* Quality Assurance: Champion automated testing to maintain system reliability pre-deployment.
* Agile Collaboration: Work cross-functionally with designers, DevOps, and stakeholders to meet business goals.
* Accessibility Leadership: Advocate for WCAG-compliant development, mentoring the team in web accessibility.
* Mentorship: Guide and support junior developers, fostering professional growth.
* Technical Strategy: Define project direction and deliver creative, efficient solutions.
* Stay Ahead: Implement emerging technologies to keep projects cutting-edge.
Apply Now: https://kenyatrends.co.ke/technical-team-lead-full-stack-needed-at-digi-utu-africa/
KenyaTrends.co.ke
Technical Team Lead (Full Stack) Needed at Digi-Utu Africa - Kenya Trends
Fullstack - Proficient in PHP, JavaScript, Node.js, and Laravel
Forwarded from JavaScript Resources | Libraries & Frameweorks| React Js|Node Js|Vue Js|Express|Angular|jQuery
Remote Tech Hiring at Conclase
Conclase is hiring for the following roles:
- Frontend Engineer
- Backend Engineer
- Frontend Mobile Developer
- Application Support Engineer
Conclase is hiring for the following positions:
Backend Engineer ( junior, Intermediate and senior).
Skills: Core, C#
Frontend Engineer ( Intermediate )
Skills: Angular,React
Frontend Mobile Developer ( Intermediate )
Skills: Flutter
Application support
Skills: DBMS (SQL,Oracle, MongoDB, DevOps)
Apply Here: https://kenyatrends.co.ke/remote-tech-hiring-at-conclase/
Conclase is hiring for the following roles:
- Frontend Engineer
- Backend Engineer
- Frontend Mobile Developer
- Application Support Engineer
Conclase is hiring for the following positions:
Backend Engineer ( junior, Intermediate and senior).
Skills: Core, C#
Frontend Engineer ( Intermediate )
Skills: Angular,React
Frontend Mobile Developer ( Intermediate )
Skills: Flutter
Application support
Skills: DBMS (SQL,Oracle, MongoDB, DevOps)
Apply Here: https://kenyatrends.co.ke/remote-tech-hiring-at-conclase/
KenyaTrends.co.ke
Remote Tech Hiring at Conclase - Kenya Trends
Are you passionate about technology? Do you enjoy working remotely in a dynamic and innovative environment? If so, Conclase is calling your name! Weโre
Forwarded from Product Design Resources TP . UX Design . Graphic Design . Video Editing . 2D 3D Animation
Designers, Animators. This' yours >>
Old Google Drive with Anime Vectors
Link: https://drive.google.com/drive/folders/0B_VmbVyD4eT3N1VUbGN4Wjd5OVE
Old Google Drive with Anime Vectors
Link: https://drive.google.com/drive/folders/0B_VmbVyD4eT3N1VUbGN4Wjd5OVE
750+ Majestic Collection of Useful Resources and Websites
Check Here: https://dev.to/hackerdev/750-majestic-collection-of-useful-resources-and-websites-eph
Check Here: https://dev.to/hackerdev/750-majestic-collection-of-useful-resources-and-websites-eph
Learn Data Science in 2025
๐ญ. ๐๐ฝ๐ฝ๐น๐ ๐ฃ๐ฎ๐ฟ๐ฒ๐๐ผ'๐ ๐๐ฎ๐ ๐๐ผ ๐๐ฒ๐ฎ๐ฟ๐ป ๐๐๐๐ ๐๐ป๐ผ๐๐ด๐ต ๐
Pareto's Law states that "that 80% of consequences come from 20% of the causes".
This law should serve as a guiding framework for the volume of content you need to know to be proficient in data science.
Often rookies make the mistake of overspending their time learning algorithms that are rarely applied in production. Learning about advanced algorithms such as XLNet, Bayesian SVD++, and BiLSTMs, are cool to learn.
But, in reality, you will rarely apply such algorithms in production (unless your job demands research and application of state-of-the-art algos).
For most ML applications in production - especially in the MVP phase, simple algos like logistic regression, K-Means, random forest, and XGBoost provide the biggest bang for the buck because of their simplicity in training, interpretation and productionization.
So, invest more time learning topics that provide immediate value now, not a year later.
๐ฎ. ๐๐ถ๐ป๐ฑ ๐ฎ ๐ ๐ฒ๐ป๐๐ผ๐ฟ โก๏ธ
Thereโs a Japanese proverb that says โBetter than a thousand days of diligent study is one day with a great teacher.โ This proverb directly applies to learning data science quickly.
Mentors can teach you about how to build a model in production and how to manage stakeholders - stuff that you donโt often read about in courses and books.
So, find a mentor who can teach you practical knowledge in data science.
๐ฏ. ๐๐ฒ๐น๐ถ๐ฏ๐ฒ๐ฟ๐ฎ๐๐ฒ ๐ฃ๐ฟ๐ฎ๐ฐ๐๐ถ๐ฐ๐ฒ โ๏ธ
If you are serious about growing your excelling in data science, you have to put in the time to nurture your knowledge. This means that you need to spend less time watching mindless videos on TikTok and spend more time reading books and watching video lectures.
Join https://t.me/DataScienceResourcesTP for more
ENJOY LEARNING ๐๐
WhatsApp Channel: https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R
๐ญ. ๐๐ฝ๐ฝ๐น๐ ๐ฃ๐ฎ๐ฟ๐ฒ๐๐ผ'๐ ๐๐ฎ๐ ๐๐ผ ๐๐ฒ๐ฎ๐ฟ๐ป ๐๐๐๐ ๐๐ป๐ผ๐๐ด๐ต ๐
Pareto's Law states that "that 80% of consequences come from 20% of the causes".
This law should serve as a guiding framework for the volume of content you need to know to be proficient in data science.
Often rookies make the mistake of overspending their time learning algorithms that are rarely applied in production. Learning about advanced algorithms such as XLNet, Bayesian SVD++, and BiLSTMs, are cool to learn.
But, in reality, you will rarely apply such algorithms in production (unless your job demands research and application of state-of-the-art algos).
For most ML applications in production - especially in the MVP phase, simple algos like logistic regression, K-Means, random forest, and XGBoost provide the biggest bang for the buck because of their simplicity in training, interpretation and productionization.
So, invest more time learning topics that provide immediate value now, not a year later.
๐ฎ. ๐๐ถ๐ป๐ฑ ๐ฎ ๐ ๐ฒ๐ป๐๐ผ๐ฟ โก๏ธ
Thereโs a Japanese proverb that says โBetter than a thousand days of diligent study is one day with a great teacher.โ This proverb directly applies to learning data science quickly.
Mentors can teach you about how to build a model in production and how to manage stakeholders - stuff that you donโt often read about in courses and books.
So, find a mentor who can teach you practical knowledge in data science.
๐ฏ. ๐๐ฒ๐น๐ถ๐ฏ๐ฒ๐ฟ๐ฎ๐๐ฒ ๐ฃ๐ฟ๐ฎ๐ฐ๐๐ถ๐ฐ๐ฒ โ๏ธ
If you are serious about growing your excelling in data science, you have to put in the time to nurture your knowledge. This means that you need to spend less time watching mindless videos on TikTok and spend more time reading books and watching video lectures.
Join https://t.me/DataScienceResourcesTP for more
ENJOY LEARNING ๐๐
WhatsApp Channel: https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R
5 Game-Changing Habits to Master Your Data Science Journey
Read Here: https://dev.to/justdetermined/5-game-changing-habits-to-master-your-data-science-journey-2nd4
Read Here: https://dev.to/justdetermined/5-game-changing-habits-to-master-your-data-science-journey-2nd4
DEV Community
5 Game-Changing Habits to Master Your Data Science Journey
The journey to becoming a data scientist isnโt for the faint of heart. Itโs a demanding but rewarding...
Forwarded from JavaScript Resources | Libraries & Frameweorks| React Js|Node Js|Vue Js|Express|Angular|jQuery
Remote Senior Back-end Engineer (Platform) Needed at Circle
Company: Circle
Location: Fully Remote
Job Type: Full-time
Compensation: $130,000 - $140,000 USD per year
- Strong proficiency in Ruby on Rails, MySQL/Postgresql
- Familiarity with frontend technologies (ReactJS, TypeScript)
Check Here: https://kenyatrends.co.ke/remote-senior-back-end-engineer-platform-needed-at-circle/
Company: Circle
Location: Fully Remote
Job Type: Full-time
Compensation: $130,000 - $140,000 USD per year
- Strong proficiency in Ruby on Rails, MySQL/Postgresql
- Familiarity with frontend technologies (ReactJS, TypeScript)
Check Here: https://kenyatrends.co.ke/remote-senior-back-end-engineer-platform-needed-at-circle/
KenyaTrends.co.ke
Remote Senior Back-end Engineer (Platform) Needed at Circle - Kenya Trends
Circle is building the worldโs leading all-in-one platform for online communities. We make it possible for creators, coaches, educators, and businesses to
Forwarded from JavaScript Resources | Libraries & Frameweorks| React Js|Node Js|Vue Js|Express|Angular|jQuery
Hiring Fully Remote Mid Level Contract WordPress Developer (WooCommerce)
Apply Here: https://kenyatrends.co.ke/hiring-fully-remote-mid-level-contract-wordpress-developer-woocommerce/
Apply Here: https://kenyatrends.co.ke/hiring-fully-remote-mid-level-contract-wordpress-developer-woocommerce/
KenyaTrends.co.ke
Hiring Fully Remote Mid Level Contract WordPress Developer (WooCommerce) - Kenya Trends
Compensation: 300,000 - 400,000 NGN
Forwarded from Machine Learning Resources TP
๐ค About Machine Learning 101! ๐
๐ค What is Machine Learning?
๐ Machine Learning (ML) is a subset of Artificial Intelligence (AI) that enables computers to learn from data without being explicitly programmed.
๐ How does Machine Learning work?
1๏ธโฃ Data Collection ๐
2๏ธโฃ Data Preprocessing ๐
3๏ธโฃ Model Training ๐ค
4๏ธโฃ Model Testing ๐
5๏ธโฃ Deployment ๐
๐ Types of Machine Learning:
1๏ธโฃ Supervised Learning ๐จโ๐ซ
2๏ธโฃ Unsupervised Learning ๐ค
3๏ธโฃ Reinforcement Learning ๐
๐ Real-World Applications:
1๏ธโฃ Healthcare: Disease diagnosis, patient care ๐ฅ
2๏ธโฃ Finance: Risk analysis, fraud detection ๐ฆ
3๏ธโฃ Virtual Assistants: Siri, Google Assistant ๐ฑ
4๏ธโฃ Autonomous Vehicles: Self-driving cars ๐
5๏ธโฃ Marketing: Personalized recommendations ๐
๐ค Quiz Time!
What type of ML is used in image recognition?
1) Supervised Learning
2) Unsupervised Learning
3) Reinforcement Learning
Answer by react๐ฅณ
#MachineLearning #AI #DataScience #Innovation
Unsupervised Learning Cheatsheet: t.me/MachineLearningResourcesTP/6
๐ค What is Machine Learning?
๐ Machine Learning (ML) is a subset of Artificial Intelligence (AI) that enables computers to learn from data without being explicitly programmed.
๐ How does Machine Learning work?
1๏ธโฃ Data Collection ๐
2๏ธโฃ Data Preprocessing ๐
3๏ธโฃ Model Training ๐ค
4๏ธโฃ Model Testing ๐
5๏ธโฃ Deployment ๐
๐ Types of Machine Learning:
1๏ธโฃ Supervised Learning ๐จโ๐ซ
2๏ธโฃ Unsupervised Learning ๐ค
3๏ธโฃ Reinforcement Learning ๐
๐ Real-World Applications:
1๏ธโฃ Healthcare: Disease diagnosis, patient care ๐ฅ
2๏ธโฃ Finance: Risk analysis, fraud detection ๐ฆ
3๏ธโฃ Virtual Assistants: Siri, Google Assistant ๐ฑ
4๏ธโฃ Autonomous Vehicles: Self-driving cars ๐
5๏ธโฃ Marketing: Personalized recommendations ๐
๐ค Quiz Time!
What type of ML is used in image recognition?
1) Supervised Learning
2) Unsupervised Learning
3) Reinforcement Learning
Answer by react๐ฅณ
#MachineLearning #AI #DataScience #Innovation
Unsupervised Learning Cheatsheet: t.me/MachineLearningResourcesTP/6
Forwarded from Free Courses: Google | Microsoft | Udemy | Coursera | IBM | NVIDIA | LinkedIn Learning | MIT | Udemy Coupons & PDF Books
30th ๐ฅ Jan 2025 Free Udemy Coupons New Coupons Added
More Courses Here: https://tinyurl.com/UdemyFreeCoupons
#01 Become A Certified Python Programmer: Python Practice Tests
https://techurl.in/JyPqV
#02 Master Python With NumPy For Data Science & Machine Learning
https://techurl.in/kaXby
#03 ITS-303 Python Certification Exam IT Specialist Preparation
https://techurl.in/YYfps
#04 Python Complete Course For Beginners
https://techurl.in/VxNfJ
#05 Mastering Python, Pandas, Numpy for Absolute Beginners
https://techurl.in/eyHSQ
#06 Python And Flask Framework Complete Course
https://techurl.in/IgKCv
#07 FastAPI Interview Test for Python Developers 2025
https://techurl.in/ppXMB
#08 2025 Data Structures Using Python
https://techurl.in/bzNIU
#09 Complete Python For Absolute Beginners
https://techurl.in/DaCJe
Enroll Fast Before Coupon Expires
โ Free Certificate upon Completion๐ฅณ
Share with your Friendsโ
More Courses Here: tinyurl.com/UdemyFreeCoupons
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More Courses Here: https://tinyurl.com/UdemyFreeCoupons
#01 Become A Certified Python Programmer: Python Practice Tests
https://techurl.in/JyPqV
#02 Master Python With NumPy For Data Science & Machine Learning
https://techurl.in/kaXby
#03 ITS-303 Python Certification Exam IT Specialist Preparation
https://techurl.in/YYfps
#04 Python Complete Course For Beginners
https://techurl.in/VxNfJ
#05 Mastering Python, Pandas, Numpy for Absolute Beginners
https://techurl.in/eyHSQ
#06 Python And Flask Framework Complete Course
https://techurl.in/IgKCv
#07 FastAPI Interview Test for Python Developers 2025
https://techurl.in/ppXMB
#08 2025 Data Structures Using Python
https://techurl.in/bzNIU
#09 Complete Python For Absolute Beginners
https://techurl.in/DaCJe
Enroll Fast Before Coupon Expires
โ Free Certificate upon Completion๐ฅณ
Share with your Friendsโ
More Courses Here: tinyurl.com/UdemyFreeCoupons
WhatsApp Channel: https://tinyurl.com/UdemyWhatsApp
Telegram Channel: https://t.me/udemycoursecouponsfree
KenyaTrends.co.ke
Kenya Trends - Jobs | Opportunities | Free Resources
Sharing free learning resources, jobs & opportunities.
Forwarded from JavaScript Resources | Libraries & Frameweorks| React Js|Node Js|Vue Js|Express|Angular|jQuery
Multiple Tech Roles at GR8Tech
1. Middle QA Automation Engineer (Java)
2. Senior DevOps Engineer
3. Middle Project Manager for Data Platform Team
4. Middle DevOps Engineer
5. Junior Product Manager
6. Middle Application Security Engineer
Apply Here: https://kenyatrends.co.ke/multiple-tech-roles-at-gr8tech/
1. Middle QA Automation Engineer (Java)
2. Senior DevOps Engineer
3. Middle Project Manager for Data Platform Team
4. Middle DevOps Engineer
5. Junior Product Manager
6. Middle Application Security Engineer
Apply Here: https://kenyatrends.co.ke/multiple-tech-roles-at-gr8tech/
KenyaTrends.co.ke
Multiple Tech Roles at GR8Tech - Kenya Trends
1. Middle QA Automation Engineer (Java)
Forwarded from JavaScript Resources | Libraries & Frameweorks| React Js|Node Js|Vue Js|Express|Angular|jQuery
.NET Developers Needed at GR8
1. Middle .Net Developer for Wallet Team
2. Middle .Net Developer for Payments Team
3. Middle .Net Developer for Sport Team
Apply Here: https://kenyatrends.co.ke/net-developers-needed-at-gr8/
1. Middle .Net Developer for Wallet Team
2. Middle .Net Developer for Payments Team
3. Middle .Net Developer for Sport Team
Apply Here: https://kenyatrends.co.ke/net-developers-needed-at-gr8/
KenyaTrends.co.ke
.NET Developers Needed at GR8 - Kenya Trends
GR8 Tech is a global product company that provides innovative, scalable platforms and business solutions for the iGaming industry.
Forwarded from JavaScript Resources | Libraries & Frameweorks| React Js|Node Js|Vue Js|Express|Angular|jQuery
Remote Design Roles at GR8 Tech
1. Middle Graphic Designer
2. Product Designer
3. Brand Design Manager
Apply Here: https://kenyatrends.co.ke/remote-design-roles-at-gr8-tech/
1. Middle Graphic Designer
2. Product Designer
3. Brand Design Manager
Apply Here: https://kenyatrends.co.ke/remote-design-roles-at-gr8-tech/
KenyaTrends.co.ke
Remote Design Roles at GR8 Tech - Kenya Trends
GR8 Tech is a global product company that provides innovative, scalable platforms and business solutions for the iGaming industry.
Forwarded from Free Courses: Google | Microsoft | Udemy | Coursera | IBM | NVIDIA | LinkedIn Learning | MIT | Udemy Coupons & PDF Books
30th ๐ฅ Jan 2025 Free Udemy Coupons New Coupons Added
More Courses Here: https://tinyurl.com/UdemyFreeCoupons
#01 Build a real WebApp with Next js & React js
https://techurl.in/hLyOv
#02 Hands-On React. Build advanced React JS Frontend with expert
https://techurl.in/jMaKX
#03 Gatsby JS | Build a personal blog using gatsbyJS
https://techurl.in/FobBI
#04 Comprehensive JavaScript MCQs: From Basic to Advance
https://techurl.in/SPbyW
#05 JavaScript Interview Success: Comprehensive Practice Guide
https://techurl.in/COxsS
#06 JavaScript And PHP Programming Complete Course
https://techurl.in/IqSTA
#07 Complete jQuery Course: Learn From Beginner To Advanced
https://techurl.in/Hxzti
#08 Web Design Course For Beginner to Advanced
https://techurl.in/jFrnH
#09 CSS Mastery: From Basics To Tailwind Pro
https://techurl.in/FvlVj
#10 HTML Certification, Practice Test For Exams & Interviews
https://techurl.in/kXLlo
Enroll Fast Before Coupon Expires
โ Free Certificate upon Completion๐ฅณ
Share with your Friendsโ
More Courses Here: tinyurl.com/UdemyFreeCoupons
WhatsApp Channel: https://tinyurl.com/UdemyWhatsApp
Telegram Channel: https://t.me/udemycoursecouponsfree
More Courses Here: https://tinyurl.com/UdemyFreeCoupons
#01 Build a real WebApp with Next js & React js
https://techurl.in/hLyOv
#02 Hands-On React. Build advanced React JS Frontend with expert
https://techurl.in/jMaKX
#03 Gatsby JS | Build a personal blog using gatsbyJS
https://techurl.in/FobBI
#04 Comprehensive JavaScript MCQs: From Basic to Advance
https://techurl.in/SPbyW
#05 JavaScript Interview Success: Comprehensive Practice Guide
https://techurl.in/COxsS
#06 JavaScript And PHP Programming Complete Course
https://techurl.in/IqSTA
#07 Complete jQuery Course: Learn From Beginner To Advanced
https://techurl.in/Hxzti
#08 Web Design Course For Beginner to Advanced
https://techurl.in/jFrnH
#09 CSS Mastery: From Basics To Tailwind Pro
https://techurl.in/FvlVj
#10 HTML Certification, Practice Test For Exams & Interviews
https://techurl.in/kXLlo
Enroll Fast Before Coupon Expires
โ Free Certificate upon Completion๐ฅณ
Share with your Friendsโ
More Courses Here: tinyurl.com/UdemyFreeCoupons
WhatsApp Channel: https://tinyurl.com/UdemyWhatsApp
Telegram Channel: https://t.me/udemycoursecouponsfree
KenyaTrends.co.ke
Kenya Trends - Jobs | Opportunities | Free Resources
Sharing free learning resources, jobs & opportunities.
๐1
Forwarded from Python Resources TP
100 Page Python Intro.pdf
777.5 KB
๐ Title: 100 Page Python Intro (2025)
Forwarded from Artificial Intelligence Resources TP . AI Tools . AI Updates
ChatGPT Cheat Sheet for Business (2025).pdf
8 MB
ChatGPT Cheat Sheet for Business - DataCamp
Unlock the full potential of AI with our comprehensive ChatGPT Cheat Sheet for Business! Tailored specifically for professionals and entrepreneurs, this guide offers actionable insights on leveraging ChatGPT to streamline workflows, enhance customer interactions, and drive business growth. Whether you're a marketing specialist, project manager, or CEO, this cheat sheet is your go-to resource for mastering conversational AI.
From crafting compelling content to automating routine tasks, learn how to harness the power of ChatGPT in real-world business scenarios. With clear examples and step-by-step instructions, youโll be able to integrate ChatGPT seamlessly into your operations, improving efficiency and innovation.
Donโt miss out on staying ahead of the competition by embracing the future of AI-driven solutions!
Tg: https://t.me/AIResourcesTP
Unlock the full potential of AI with our comprehensive ChatGPT Cheat Sheet for Business! Tailored specifically for professionals and entrepreneurs, this guide offers actionable insights on leveraging ChatGPT to streamline workflows, enhance customer interactions, and drive business growth. Whether you're a marketing specialist, project manager, or CEO, this cheat sheet is your go-to resource for mastering conversational AI.
From crafting compelling content to automating routine tasks, learn how to harness the power of ChatGPT in real-world business scenarios. With clear examples and step-by-step instructions, youโll be able to integrate ChatGPT seamlessly into your operations, improving efficiency and innovation.
Donโt miss out on staying ahead of the competition by embracing the future of AI-driven solutions!
Tg: https://t.me/AIResourcesTP
Forwarded from Python Resources TP
Python For Large Language Models (2025).pdf
10.2 MB
๐ Title: Python For Large Language Models (2025)
Forwarded from Artificial Intelligence Resources TP . AI Tools . AI Updates
ChatGPT cheat sheet for Data Science.pdf
29 MB
Title: ChatGPT Cheat Sheet for Data Science (2025)
Source: DataCamp
Description:
This comprehensive cheat sheet serves as an essential guide for leveraging ChatGPT in data science workflows. Designed for both beginners and seasoned practitioners, it provides actionable prompts, code examples, and best practices to streamline tasks such as data generation, analysis, modeling, and automation. Key features include:
- Code Generation: Scripts for creating sample datasets in Python using Pandas and NumPy
- Data Analysis: Techniques for exploratory data analysis (EDA), hypothesis testing, and predictive modeling, including visualization recommendations.
- Machine Learning: Guidance on algorithm selection, hyperparameter tuning, and model interpretation.
- NLP Applications: Tools for text classification, sentiment analysis, and named entity recognition, leveraging ChatGPTโs natural language processing capabilities .
Tg: https://t.me/AIResourcesTP
Source: DataCamp
Description:
This comprehensive cheat sheet serves as an essential guide for leveraging ChatGPT in data science workflows. Designed for both beginners and seasoned practitioners, it provides actionable prompts, code examples, and best practices to streamline tasks such as data generation, analysis, modeling, and automation. Key features include:
- Code Generation: Scripts for creating sample datasets in Python using Pandas and NumPy
- Data Analysis: Techniques for exploratory data analysis (EDA), hypothesis testing, and predictive modeling, including visualization recommendations.
- Machine Learning: Guidance on algorithm selection, hyperparameter tuning, and model interpretation.
- NLP Applications: Tools for text classification, sentiment analysis, and named entity recognition, leveraging ChatGPTโs natural language processing capabilities .
Tg: https://t.me/AIResourcesTP
When multiple developers work on the same project, maintaining a well-structured codebase is crucial. Without proper organization, understanding and modifying the code becomes increasingly difficult.
Hereโs why structure matters
๐น Clear Naming Conventions
Function names should clearly indicate their purpose. For example, if a function fetches data from the backend, naming it fetchSomething() immediately conveys its role. This improves readability and reduces confusion.
๐น Logical Folder Structure
Keeping related files together avoids unnecessary confusion. For instance, if you have a HeroSection inside the LandingPage, placing HeroSection.tsx along with its components inside the same folder can create a mess. Instead, organize components into separate, specific folders to improve maintainability.
๐น Frontend & Backend Coordination
Imagine working on the frontend where the previous developer structured the data one way, but the backend provides a different format. This misalignment leads to inefficiencies and unnecessary work. Clear communication between frontend and backend teams is essential to ensure seamless integration.
By following these best practices, we can create a clean, scalable, and collaborative codebaseโmaking it easier for anyone to contribute.
Follow this Telegram Channel for more Tips, Resources, Tech Updates & Fun
https://t.me/TechPsyche
WhatsApp Channel
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R
Hereโs why structure matters
๐น Clear Naming Conventions
Function names should clearly indicate their purpose. For example, if a function fetches data from the backend, naming it fetchSomething() immediately conveys its role. This improves readability and reduces confusion.
๐น Logical Folder Structure
Keeping related files together avoids unnecessary confusion. For instance, if you have a HeroSection inside the LandingPage, placing HeroSection.tsx along with its components inside the same folder can create a mess. Instead, organize components into separate, specific folders to improve maintainability.
๐น Frontend & Backend Coordination
Imagine working on the frontend where the previous developer structured the data one way, but the backend provides a different format. This misalignment leads to inefficiencies and unnecessary work. Clear communication between frontend and backend teams is essential to ensure seamless integration.
By following these best practices, we can create a clean, scalable, and collaborative codebaseโmaking it easier for anyone to contribute.
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