Tech Psyche . Updates . Tech Tips & Tricks . Programming , Tech Course
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Sharing updates & resources on Programming & Coding, Cryptocurrency, Blockchain, Web 3, Python, Data Science, Data Analysis, Java, Web Dev, AI, App Dev, ML, Cyber Security & Hacking & More

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Quick Roadmaps to start learning something new this 2025 ๐Ÿ˜„

๐Ÿ‘‰ Java (https://t.me/javaresourcestp/16)

๐Ÿ‘‰ Python (https://t.me/pythonresourcestp/34)

๐Ÿ‘‰ Javascript (https://roadmap.sh/javascript)

๐Ÿ‘‰ Data Analysis (https://t.me/dataanalysisresourcestp/34)

๐Ÿ‘‰ Cyber Security (https://t.me/zerotrusthackers/30)

๐Ÿ‘‰ Data Science (https://t.me/datascienceresourcestp/43)

๐Ÿ‘‰ Fullstack development (https://t.me/techpsyche/127)

๐Ÿ‘‰ AI/ML (https://i.am.ai/roadmap)

๐Ÿ‘‰ SQL (https://t.me/sqlresourcestp/24)

๐Ÿ‘‰ Web development (https://t.me/webdevresourcestp/14)

๐Ÿ‘‰ Tableau (https://t.me/dataanalysisresourcestp/56)

๐Ÿ‘‰ Ethical Hacking (https://t.me/zerotrusthackers/31)

Always remember consistency is the key โ€“ small efforts today lead to big achievements tomorrow. Start now, embrace the journey, and watch your growth unfold. ๐Ÿ’ช

In case you need some help, feel free to reach out to me

ENJOY LEARNING ๐Ÿ‘๐Ÿ‘

Follow This WhatsApp Channel for More Resources:
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R
For those who feel like they're not learning much and feeling demotivated. You should definitely read these lines from one of the book by Andrew Ng ๐Ÿ‘‡

No one can cram everything they need to know over a weekend or even a month. Everyone I
know whoโ€™s great at machine learning is a lifelong learner. Given how quickly our field is changing,
thereโ€™s little choice but to keep learning if you want to keep up.
How can you maintain a steady pace of learning for years? If you can cultivate the habit of
learning a little bit every week, you can make significant progress with what feels like less effort.

Everyday it gets easier but you need to do it everyday
10 CV Mistakes You Need to Avoid in 2025 ๐Ÿšซ๐Ÿ’ผ

1. Misinformation
๐Ÿ‘‰ Examples: Misspelling of names, inactive phone numbers, or unprofessional email addresses.
โœ”๏ธ Tip: Check your CV repeatedly before you send it. Make sure all the information is correct.

2. No Adjustments for Positions Applied for
๐Ÿ‘‰ Example: A CV that is not relevant to the position.
โœ”๏ธ Tip: Tailor the CV to the job requirements you're applying for. REMEMBER! Highlight related skills ye.

3. Messy Format
๐Ÿ‘‰ Examples: Fonts that are difficult to read, out of order or too many colors.
โœ”๏ธ Tip: Use a professional format, such as Arial or Calibri font, size 10โ€“12 & make sure your CV is easy to read.

4. Too Long or Too Short
๐Ÿ‘‰ Example: A 5-page CV for a junior position or a brief 1-paragraph CV.
โœ”๏ธ Tip: Limit your CV to 1โ€“2 pages and focus on your relevant experience.

5. No Use of Keywords
๐Ÿ‘‰ Example: Not mentioning technical skills or important keywords in the job description.
โœ”๏ธ Tip: This one starts by referencing job ads and entering the appropriate keywords in the CV.

6. Not Mentioning Achievements
๐Ÿ‘‰ Example: You just list tasks without mentioning the achievements you have achieved.
โœ”๏ธ Tip: Write milestones with measurable data or results. For example, "Increase sales by 30% in 3 months."

7. Too Many Images or Graphics
๐Ÿ‘‰ Example: A CV full of icons or images is too large.
โœ”๏ธ Tip: Shrink the image not too big over. Employers prefer to read the contents of your CV.

8. Using Unprofessional Language
๐Ÿ‘‰ Examples: Slang, market language or informal verses.
โœ”๏ธ Tip: Use formal language & check spelling and grammar before submitting.

9. Include Unnecessary Personal Information
๐Ÿ‘‰ Examples: Age, gender, religion, or marital status.
โœ”๏ธ Tip: In this part you need to put important information such as name, phone number & email.

10. Not Include a Cover Letter (If Requested)
๐Ÿ‘‰ Example: Just send a CV even if the ad has already been mentioned & ask for a cover letter.
โœ”๏ธ Tip: Make sure read the job ad requirements carefully and include the requested documents.

โœจ Remember

- Your CV is the first impression to potential employers. Avoid the mistakes I've listed to increase your chances of being called for an interview! ๐Ÿ˜‰

- Your CV should make recruiters excited to call you. If itโ€™s not doing that, it might be time to tweak a few things.

- Need a CV that actually gets seen (and gets you interviews)?
Message https://wa.me/+254781819388?text=Resume%20Services for express CV Revamp.
๐Ÿš€ Microsoft is offering some FREE courses ๐Ÿš€


1๏ธโƒฃ AI for beginners
Check this out ๐Ÿ‘‡
http://microsoft.github.io/AI-For-Beginners


2๏ธโƒฃ IOT
Check this out ๐Ÿ‘‡
https://microsoft.github.io/IoT-For-Beginners


3๏ธโƒฃ Machine Learning
Check this out๐Ÿ‘‡
http://microsoft.github.io/ML-For-Beginners/#/


4๏ธโƒฃ Data Science
Check this out๐Ÿ‘‡
http://microsoft.github.io/Data-Science-For-Beginners/#/

Free Coding Courses

https://t.me/techpsyche

Few more courses โœ…

๐Ÿญ.๐——๐—ฎ๐˜๐—ฎ ๐—™๐˜‚๐—ป๐—ฑ๐—ฎ๐—บ๐—ฒ๐—ป๐˜๐—ฎ๐—น๐˜€
https://learn.microsoft.com/en-us/training/paths/azure-data-fundamentals-explore-non-relational-data/

๐Ÿฎ.๐—ฆ๐—พ๐—น ๐—™๐˜‚๐—ป๐—ฑ๐—ฎ๐—บ๐—ฒ๐—ป๐˜๐—ฎ๐—น๐˜€
https://learn.microsoft.com/en-us/training/paths/azure-sql-fundamentals/

๐Ÿฏ.๐—ฃ๐—ผ๐˜„๐—ฒ๐—ฟ ๐—•๐—œ
https://learn.microsoft.com/en-us/training/paths/create-use-analvtics-reports-power-bi/

๐Ÿฐ.๐—”๐˜‡๐˜‚๐—ฟ๐—ฒ ๐—ฐ๐—ผ๐˜€๐—บ๐—ผ๐˜€ ๐——๐—•
https://learn.microsoft.com/en-us/training/paths/create-use-analytics-reports-power-bi/

๐Ÿฑ.๐—”๐—œ ๐—ณ๐˜‚๐—ป๐—ฑ๐—ฎ๐—บ๐—ฒ๐—ป๐˜๐—ฎ๐—น๐˜€
https://learn.microsoft.com/en-us/training/paths/create-no-code-predictive-models-azure-machine-learning/

Follow This WhatsApp Channel for More Resources
Hi Guys,

Here are some of the telegram channels which may help you in data analytics journey ๐Ÿ‘‡๐Ÿ‘‡

SQL
https://t.me/sqlresources

Power BI, Excel & Tableau
https://t.me/dataanalysisresourcestp

Python
https://t.me/pythonrespurcestp

Data Science & Data Engineering
https://t.me/datascienceresourcestp

Free Courses
https://t.me/udemycoursecouponsfree

Hope it helps :)
COURSE

๐Ÿ”ฐ THE CREATIVE HTML5 & CSS3 COURSE DEVELOPED BY ED ๐Ÿ”ฐ

Size: 1GB

๐Ÿ“ฅDownload Link:
https://mega.nz/folder/ABR2mBgY#EFMkvEXO-0nb4pRbaoTLDA

๐Ÿ”— Official Link:
https://developedbyed.com/p/the-creative-html5-css3-course

๐Ÿ“ขNo Copyright Infringement Intended, All The Credits & Rights Reserved to the Respected Actual Owner. We don't own this content.

Telegram Channel:
https://t.me/zerotrusthackers

WhatsApp Channel:
https://whatsapp.com/channel/0029VaxVv551iUxRku094918
GLBC in UK is Inviting Applications For: 2025 Global Leadership & Business Certification, Cambridge 

- Type: Training
- Location: Clare College, Cambridge
- Duration: 5 Days
- Eligible Countries : All
- Deadline: 18th April, 2025

Funding Type:

- Fully
- Partial and
- Self Funded

Benefits:

- Air ticket
- Accommodation
- Certificate
- Conference kits, etc

Grab the Fully Funded seat on time because the seat is limited!

Apply here:
https://kenyatrends.co.ke/glbc-in-uk-is-inviting-applications-for-2025-global-leadership-business-certification-cambridge
In ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ, data transformation, and cleaning are crucial steps in preparing your data for analysis and visualization. Power BI provides a range of tools and functionalities to perform these tasks efficiently.

1- ๐ƒ๐š๐ญ๐š ๐’๐จ๐ฎ๐ซ๐œ๐ž ๐‚๐จ๐ง๐ง๐ž๐œ๐ญ๐ข๐ฏ๐ข๐ญ๐ฒ:

Connect to your data source(s) by selecting the appropriate connector from Power BI's extensive list. This can include databases, files (such as Excel or CSV), online services, or even custom data sources.

2- ๐ƒ๐š๐ญ๐š ๐‹๐จ๐š๐ ๐š๐ง๐ ๐๐ฎ๐ž๐ซ๐ฒ ๐„๐๐ข๐ญ๐จ๐ซ:

Once connected, Power BI's Query Editor provides a user-friendly interface for transforming and cleaning your data before loading it into your data model.
Click on "Transform Data" or "Edit Queries" to open the Query Editor.

3 - ๐ƒ๐š๐ญ๐š ๐“๐ซ๐š๐ง๐ฌ๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐จ๐ง:

Use the Query Editor's transformation capabilities to perform various data manipulation tasks,
such as:
- ๐‘๐ž๐ง๐š๐ฆ๐ข๐ง๐  ๐œ๐จ๐ฅ๐ฎ๐ฆ๐ง๐ฌ : Rename columns to make them more descriptive.
- ๐‘๐ž๐ฆ๐จ๐ฏ๐ข๐ง๐  ๐œ๐จ๐ฅ๐ฎ๐ฆ๐ง๐ฌ : Remove unnecessary columns from your dataset.
- ๐‚๐ก๐š๐ง๐ ๐ข๐ง๐  ๐๐š๐ญ๐š ๐ญ๐ฒ๐ฉ๐ž๐ฌ : Convert data types (e.g., from text to date or number).
- ๐€๐๐๐ข๐ง๐  ๐จ๐ซ ๐ซ๐ž๐ฆ๐จ๐ฏ๐ข๐ง๐  ๐ซ๐จ๐ฐ๐ฌ : Filter out unwanted rows or add calculated rows.
- ๐’๐ฉ๐ฅ๐ข๐ญ๐ญ๐ข๐ง๐  ๐จ๐ซ ๐ฆ๐ž๐ซ๐ ๐ข๐ง๐  ๐œ๐จ๐ฅ๐ฎ๐ฆ๐ง๐ฌ : Split columns based on delimiters or merge columns together.
- ๐€๐ฉ๐ฉ๐ฅ๐ฒ๐ข๐ง๐  ๐ญ๐ซ๐š๐ง๐ฌ๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐จ๐ง๐ฌ : Apply standard transformations such as sorting, filtering, and grouping.

4 - ๐ƒ๐š๐ญ๐š ๐‚๐ฅ๐ž๐š๐ง๐ข๐ง๐ :

Clean your data to ensure accuracy and consistency, which may include:
- ๐‡๐š๐ง๐๐ฅ๐ข๐ง๐  ๐ฆ๐ข๐ฌ๐ฌ๐ข๐ง๐  ๐ฏ๐š๐ฅ๐ฎ๐ž๐ฌ: Replace or remove missing values as appropriate.
- ๐’๐ญ๐š๐ง๐๐š๐ซ๐๐ข๐ณ๐ข๐ง๐  ๐๐š๐ญ๐š ๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ฌ: Ensure consistency in date formats, text capitalization, etc.
- ๐‘๐ž๐ฆ๐จ๐ฏ๐ข๐ง๐  ๐๐ฎ๐ฉ๐ฅ๐ข๐œ๐š๐ญ๐ž๐ฌ: Identify and remove duplicate records from your dataset.
- ๐‚๐จ๐ซ๐ซ๐ž๐œ๐ญ๐ข๐ง๐  ๐ž๐ซ๐ซ๐จ๐ซ๐ฌ: Identify and correct any errors or inconsistencies in your data.
- ๐‡๐š๐ง๐๐ฅ๐ข๐ง๐  ๐จ๐ฎ๐ญ๐ฅ๐ข๐ž๐ซ๐ฌ: Address outliers or anomalies in your data through filtering or transformations.

5 - ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ ๐“๐ซ๐š๐ง๐ฌ๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐จ๐ง๐ฌ:

Power BI's Query Editor also supports more advanced transformations using Power Query M language or DAX expressions. This allows for complex data manipulation and calculations tailored to your specific requirements.
Data Load:

Once you've completed your transformations and cleaning, click on "Close & Load" to load the cleaned data into Power BI's data model for analysis and visualization.

6- ๐€๐ฎ๐ญ๐จ๐ฆ๐š๐ญ๐ข๐ง๐  ๐‘๐ž๐Ÿ๐ซ๐ž๐ฌ๐ก:

Set up automated data refresh schedules to ensure that your data stays up-to-date with the latest changes from your data sources.

I have curated the best interview resources to crack Power BI Interviews ๐Ÿ‘‡๐Ÿ‘‡
https://t.me/dataanalysisresourcestp/58

Hope you'll like it

Like this post if you need more content like this ๐Ÿ‘โค๏ธ

Follow this WhatsApp Channel for More Resources:
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R
Scholarship

York University Graduate Scholarships for International Students (2025/2026)

York University, Canada is offering various scholarships for international students.

1. International Entrance Scholarships ($20k - $45k per year)
2. York Science Scholars Award ($10,000)
3. Ontario Graduate Scholarship ($15,000 per year)
4. International Student Emergency Bursary

How to Apply:
https://kenyatrends.co.ke/york-university-graduate-scholarships-for-international-students-2025-2026/

Share with Your Friends โค๏ธ
๐Ÿšซ Don't do's for Your Resume ๐Ÿšซ

โŒ Avoid adding personal details like DOB, marital status, or age.
โŒ Keep it professionalโ€”no fancy colors or over-decoration.
โŒ Don't exaggerate technical skillsโ€”only add what you truly know.
โŒ Skip outdated objective statementsโ€”use a strong professional summary instead.
โŒ Focus on relevant work experience only.
โŒ Remove outdated skillsโ€”list only current, in-demand ones.
โŒ No need to mention "References available upon request."
โŒ Use bullet points instead of long paragraphs for better readability.

Keep it clean, concise, and job-focused! โœ…

Maximize your chances with expertly written career documents tailored to get you noticed. Our services include:

โœ… ATS-compliant resumes โ€“ Pass the screening and get shortlisted

โœ… Optimized LinkedIn profiles โ€“ Boost your visibility and attract opportunities

โœ… Tailored cover letters โ€“ Make a strong first impression

โœ… Persuasive motivational letters โ€“ Communicate your passion effectively

Need a CV that actually gets seen (and gets you interviews)?
Message https://wa.me/+254781819388?text=Resume%20Services for express CV Revamp.

Join Our WhatsApp Channel for Job Opportunities:
https://whatsapp.com/channel/0029VageofA3GJP3bu7Wyd37
Roadmap to Become UI/UX Designer๐ŸŽจ

๐Ÿ“‚ Design Basics
โˆŸ๐Ÿ“‚ Color Theory
โˆŸ๐Ÿ“‚ Wireframe Skills
โˆŸ๐Ÿ“‚ Prototyping Tools
โˆŸ๐Ÿ“‚ User Testing
โˆŸ๐Ÿ“‚ Build Projects
โˆŸ โœ… Apply For Job
Free Online courses with certificate from Microsoft

Python for beginners
https://learn.microsoft.com/en-us/training/paths/beginner-python/

Get started with Azure Cosmos DB for NoSQL
https://learn.microsoft.com/en-us/training/paths/get-started-azure-cosmos-db-sql-api/

Introduction to machine learning with Python and Azure Notebooks
https://learn.microsoft.com/en-us/training/paths/intro-to-ml-with-python/

Automate development tasks by using GitHub Actions
https://bit.ly/48E75xT

SQL, Power BI & AI Fundamentals
https://tinyurl.com/bdcsnxmf

Write your first code using C#
https://learn.microsoft.com/en-us/training/paths/get-started-c-sharp-part-1/

Join for more free resources
https://t.me/techpsyche

ENJOY LEARNING ๐Ÿ‘๐Ÿ‘

Follow This WhatsApp Channel for More Resources:
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R