I AM GASA Competition: Girls Accelerating Sustainable Action Competition 2025 (Win Up to $1 Million Prize)

- Type: Competition/Award
- Sponsor: I AM GASA
- Eligible Countries: All African countries
- Deadline: March 26, 2025

Benefits:

- 1st Place: $400
- 2nd Place: $300
- 3rd Place: $200
- 4th Place: $100
- 1:1 mentorship sessions
- Certificate

Apply here:
https://kenyatrends.co.ke/5uqo

👨‍💻Websites to Practice Python

Python Basics 👇:
1. http://codingbat.com/python
2. https://www.hackerrank.com/
3. https://www.hackerearth.com/practice/

Practice Problems set :
4. https://projecteuler.net/archives
5. http://www.codeabbey.com/index/task_list
6. http://www.pythonchallenge.com/

𝐓𝐢𝐩𝐬 𝐟𝐨𝐫 𝐏𝐲𝐭𝐡𝐨𝐧 𝐂𝐨𝐝𝐢𝐧𝐠 𝐢𝐧 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬:

𝘐 𝘨𝘦𝘵 𝘴𝘰 𝘮𝘢𝘯𝘺 𝘲𝘶𝘦𝘴𝘵𝘪𝘰𝘯𝘴 𝘧𝘳𝘰𝘮 𝘥𝘢𝘵𝘢 𝘢𝘯𝘢𝘭𝘺𝘵𝘪𝘤𝘴 𝘢𝘴𝘱𝘪𝘳𝘢𝘯𝘵𝘴 𝘢𝘯𝘥 𝘱𝘳𝘰𝘧𝘦𝘴𝘴𝘪𝘰𝘯𝘢𝘭𝘴 𝘰𝘯 𝘩𝘰𝘸 𝘵𝘰 𝘨𝘢𝘪𝘯 𝘤𝘰𝘮𝘮𝘢𝘯𝘥 𝘰𝘧 𝘗𝘺𝘵𝘩𝘰𝘯.

📍𝐋𝐞𝐚𝐫𝐧 𝐂𝐨𝐫𝐞 𝐏𝐲𝐭𝐡𝐨𝐧 𝐋𝐢𝐛𝐫𝐚𝐫𝐢𝐞𝐬: Master Python libraries for data analytics, like
-pandas for dataframes,
-NumPy for numerical operations,
-Matplotlib/Seaborn for plotting,
-scikit-learn for machine learning.

📍𝐔𝐧𝐝𝐞𝐫𝐬𝐭𝐚𝐧𝐝 𝐂𝐨𝐧𝐜𝐞𝐩𝐭𝐬: Important concepts like list comprehensions, lambda functions, object-oriented programming, and error handling to write efficient code.

📍𝐔𝐬𝐞 𝐏𝐫𝐨𝐛𝐥𝐞𝐦-𝐒𝐨𝐥𝐯𝐢𝐧𝐠 𝐌𝐞𝐭𝐡𝐨𝐝𝐬: Apply data wrangling techniques, efficient loops, and vectorized operations in NumPy/pandas for optimized performance.

📍𝐃𝐨 𝐌𝐨𝐜𝐤 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬: Work on end-to-end Python analytics projects—data loading, cleaning, analysis, and visualization.

📍𝐋𝐞𝐚𝐫𝐧 𝐟𝐫𝐨𝐦 𝐏𝐚𝐬𝐭 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬: Review your previous Python projects to see where your code can be more efficient.

Make sure to scroll through the above messages 💝 you will definitely find more interesting things 🤟

Websites to Practice Python
https://t.me/pythonresourcestp/76

10 Ways to Speed Up Your Python Code
https://t.me/pythonresourcestp/73

Libraries for Data Science in Python
https://t.me/pythonresourcestp/66

Hope you'll like it

Like this post if you need more resources like this 👍❤️

WhatsApp Channel
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R

20th 🖥 March 2025 Free Udemy Coupons New Coupons Added
━━━━━━━━━━━━━━━━━━━━━
✅ **Free Certificate upon Completion** 🥳
━━━━━━━━━━━━━━━━━━━━━
#01 Build A Chat Application With Firebase, Flutter and Provider
https://techurl.in/ULaBx

#02 Java And C++ And PHP Crash Course All in One For Beginners
https://techurl.in/WcbgH

#03 Firebase Database : CRUD Android App Development(Hindi)
https://techurl.in/xWwMO

#04 Java Programming Masterclass - Beginner to Master
https://techurl.in/djrEU

#05 Flutter & Firebase Chat App: Master Flutter and Firebase
https://techurl.in/bgSxM

#06 Java Core in Practice with 120+ Exercises & Quizzes - 2025
https://techurl.in/RXnGr

#07 Flutter UI Bootcamp | Build Beautiful Apps using Flutter
https://techurl.in/kdgWH

#08 Java Network Programming - Mastering TCP/IP : CJNP+ JAVA+
https://techurl.in/zpbeb

#09 Flutter REST Movie App: Master Flutter REST API Development
https://techurl.in/vXsIh

#10 Java And C++ Complete Course for Java And C++ Beginners
https://techurl.in/siSAm

#11 Comprehensive Flutter Development Practice Test: Master Apps
https://techurl.in/NdoGH

#12 Java Programming - Master Java Basics
https://techurl.in/ZCJbF

━━━━━━━━━━━━━━━━━━━━━
**Udemy Coupons Expire After 1000 Redemptions**
https://tinyurl.com/udemycouponsfree
**So Please Join Our Telegram Or WhatsApp Channel To Get An Instant Alert For Coupons.**
━━━━━━━━━━━━━━━━━━━━━
**Join Our WhatsApp Channel:**
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R
Join Our Telegram Channel:
https://t.me/udemycoursecouponsfree
━━━━━━━━━━━━━━━━━━━━━
**Do share in your groups.✨**

Remote Senior Software Support Engineer Job at CData Virtuality

Roles
* SaaS Support
* CData Virtuality Platform Support
* SaaS Monitoring
* Setup and Operations

Apply Here:
https://kenyatrends.co.ke/l5n4

Calendar in Python😸

Python Code to remove Image Background
—————————————————————-
from rembg import remove
from PIL import Image

image_path = 'Image Name' ## ---> Change to Image name

output_image = 'ImageNew' ## ---> Change to new name your image

input = Image.open(image_path)

output = remove(input)

output.save(output_image)

#How to Speed Up Python Code👇
#https://t.me/pythonresourcestp/73

Essential Python topics for data analysts 😄👇

Python Topics:

1. Data Structures
   - Lists, Tuples, and Dictionaries
   - NumPy Arrays for numerical data

2. Data Manipulation
   - Pandas DataFrames for structured data
   - Data Cleaning and Preprocessing techniques
   - Data Transformation and Reshaping

3. Data Visualization
   - Matplotlib for basic plotting
   - Seaborn for statistical visualizations
   - Plotly for interactive charts

4. Statistical Analysis
   - Descriptive Statistics
   - Hypothesis Testing
   - Regression Analysis

5. Machine Learning
   - Scikit-Learn for machine learning models
   - Model Building, Training, and Evaluation
   - Feature Engineering and Selection

6. Time Series Analysis
   - Handling Time Series Data
   - Time Series Forecasting
   - Anomaly Detection

7. Python Fundamentals
   - Control Flow (if statements, loops)
   - Functions and Modular Code
   - Exception Handling
   - File

Remember, it's highly likely that you won't know all these concepts from the start. Data analysis is a journey where the more you learn, the more you grow. Embrace the learning process, and your skills will continually evolve and expand. Keep up the great work!

Python for Machine Learning: https://t.me/pythonresourcestp/48

Best Programming Resources: https://topmate.io/learning_resources/1362011

Hope you'll like it

Like this post if you need more resources like this 👍❤️

WhatsApp Channel
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R

Python from scratch by University of Waterloo

0. Introduction
1. First steps
2. Built-in functions
3. Storing and using information
4. Creating functions
5. Booleans
6. Branching
7. Building better programs
8. Iteration using while
9. Storing elements in a sequence
10. Iteration using for
11. Bundling information into objects
12. Structuring data
13. Recursion

Link: https://open.cs.uwaterloo.ca/python-from-scratch/

Websites to Practice Python
https://t.me/pythonresourcestp/76

10 Ways to Speed Up Your Python Code
https://t.me/pythonresourcestp/73

Libraries for Data Science in Python
https://t.me/pythonresourcestp/66

Hope you'll like it

Like this post if you need more resources like this 👍❤️

WhatsApp Channel
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R

𝗜𝗕𝗠 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 🚀💻

- AI Prompt Engineering
- Python for Data Science
- SQL Relational Database
- Data Science Fundamentals
- Introduction to Cloud
-  Machine Learning with Python
 
𝐋𝐢𝐧𝐤 👇:- 

https://tinyurl.com/42nau8jx

Enroll For FREE & Get Certified🎓

Like for more Projects in this channel ❤️

Python for Data Analysis Free Resources:

Free Course: https://www.freecodecamp.org/learn/data-analysis-with-python/

Practice: https://www.kaggle.com/learn/python

Complete Roadmap to Learn Python Programming in 2025

Beginner Level

1. Basics of Python
- Understanding syntax and basic concepts
- Variables and data types
- Basic operators and expressions
- Input and output functions
- Conditional statements (if, elif, else)
- Loops (for, while)

2. Data Structures
- Lists
- Tuples
- Sets
- Dictionaries

3. Functions and Modules
- Defining and calling functions
- Arguments and return values
- Lambda functions
- Built-in modules and importing external modules

Intermediate Level

4. File Handling
- Reading from and writing to files
- Working with CSV, JSON, and other file formats

5. Object-Oriented Programming (OOP)
- Classes and objects
- Methods and constructors
- Inheritance and polymorphism
- Encapsulation and abstraction

6. Error Handling and Exceptions
- Try, except, finally blocks
- Raising exceptions
- Custom exceptions

7. Libraries and Frameworks
- Understanding and using popular libraries (NumPy, Pandas, Matplotlib)
- Introduction to web frameworks (Flask, Django)

Advanced Level

8. Advanced Concepts
- Decorators
- Generators
- Context managers

9. Working with Databases
- SQL and NoSQL databases
- ORM (Object-Relational Mapping) with SQLAlchemy or Django ORM

10. Web Development
- Full-stack development with Django or Flask
- RESTful APIs and backend services

11. Data Science and Machine Learning
- Data analysis with Pandas
- Data visualization with Matplotlib and Seaborn
- Machine learning with Scikit-Learn and TensorFlow

Tools and Best Practices

12. Version Control
- Using Git and GitHub for version control
- Collaboration and branching strategies

13. Testing and Debugging
- Unit testing with Unittest or PyTest
- Debugging techniques and tools

14. Development Environment
- Setting up IDEs (PyCharm, VS Code)
- Virtual environments and dependency management

15. Code Quality
- Writing clean and efficient code
- Adhering to PEP 8 standards
- Code reviews and refactoring

Best Resource to learn Python

Python Interview Questions with Answers (https://t.me/pythonresourcestp/23)

Freecodecamp Python ML Course with FREE Certificate (http://developers.google.com/machine-learning/crash-course)

Python for Data Analysis (https://t.me/pythonresourcestp/97)

Python course for beginners by Microsoft (https://learn.microsoft.com/en-us/training/paths/beginner-python/)

Scientific Computing with Python (https://www.freecodecamp.org/learn/scientific-computing-with-python/)

Python course by Google (https://developers.google.com/edu/python)

Python Free Resources (https://t.me/pythonresourcestp)

Join this Channel for More Resourses
https://t.me/techpsyche

ENJOY LEARNING 👍👍

More Resources Here
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R

Like this post if you need more 👍❤️

Hope it helps :)

REMOTE JOBS

Remote Webflow & Wordpress Developer Job at The Sher Agency(Texas, USA)
https://kenyatrends.co.ke/so8e

Remote Senior Backend Software Developer Job at Missive(Quebec, Canada)
https://kenyatrends.co.ke/x8a6

Remote Online English Teacher Job at Native Camp (Japan)
https://kenyatrends.co.ke/nbcg

Remote Senior iOS Developer Job at Neybox Digital Ltd. (Limassol, Cyprus, EUROPE)
https://kenyatrends.co.ke/bs6u

Remote Golang Engineer Job at Canonical, United Kingdom(UK)
https://kenyatrends.co.ke/csjm

𝟯 𝗙𝗥𝗘𝗘 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝗯𝘆 𝗚𝗼𝗼𝗴𝗹𝗲, 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 & 𝗟𝗶𝗻𝗸𝗲𝗱𝗜𝗻 🚀💻

Upskill with these amazing free courses from top platforms! 🌟

1️⃣ Generative AI by Google: Dive into AI fundamentals and applications.

2️⃣ Training for DevOps Engineers: Master DevOps tools and practices with Microsoft.

3️⃣ Career Essentials in Data Analysis: Build data analysis skills with Microsoft & LinkedIn.

𝐋𝐢𝐧𝐤 👇:-

https://tinyurl.com/3w3xu4sh

Don’t miss this opportunity to elevate your expertise. 🎓