📢 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗔𝗹𝗲𝗿𝘁 – 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝘄𝗶𝘁𝗵 𝗔𝗜

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📊 Complete Power BI Syllabus Roadmap (Beginner to Expert) ✨

🔰 Beginner Level:

1. Introduction to Power BI:
  •  What is Power BI? Components of Power BI
  •  Power BI Desktop Installation and Interface Overview
2. Data Acquisition:
  •  Connecting to Various Data Sources (Excel, CSV, Databases, Web)
  •  Import vs. DirectQuery Mode
3. Power Query Editor:
  •  Data Transformation and Cleaning (Removing Duplicates, Handling Null Values, Changing Data Types)
  •  Appending and Merging Queries
  •  Creating Calculated Columns
4. Data Modeling:
  •  Creating Relationships between Tables
  •  Understanding Cardinality and Cross-Filter Direction
5. Basic Visualizations:
  •  Creating Bar Charts, Line Charts, Pie Charts, Tables, Matrices
  •  Using Slicers, Filters, and Tooltips
6. Publishing and Sharing:
  * Publishing Reports to Power BI Service
  * Creating Dashboards
  * Sharing Dashboards and Reports with Others
7. Basic Projects: Building a simple Sales Dashboard, Creating a basic Customer Analysis Report

⚙️ Intermediate Level:

1. Advanced DAX:
  •  Understanding DAX Syntax and Functions
  •  Creating Measures for Aggregation, Filtering, and Time Intelligence
  •  Using CALCULATE, FILTER, ALL, and RELATED Functions
2. Advanced Data Modeling:
  •  Star Schema vs. Snowflake Schema
  •  Creating Calculated Tables
  •  Using Hierarchies
3. Advanced Visualizations:
  •  Creating Map Visuals, Scatter Charts, Gauge Charts, Treemaps
  •  Using Bookmarks and Buttons for Navigation
  •  Custom Visuals from AppSource
4. Power BI Service:
  •  Managing Datasets, Gateways, and Dataflows
  •  Setting up Scheduled Refreshes
  •  Row-Level Security (RLS)
5. Dataflows:
  •  Creating and Managing Dataflows
  •  Using Dataflows for Data Preparation and Transformation
6. Intermediate Projects: Building an HR Analytics Dashboard, Creating a Financial Statement Report

🏆 Expert Level:

1. DAX Optimization:
  •  Identifying and Resolving Performance Bottlenecks in DAX Code
  •  Using Variables and Iterators Effectively
  •  Understanding Storage Engine vs. Formula Engine
2. Advanced Data Modeling Techniques:
  •  Implementing Role-Playing Dimensions
  •  Handling Many-to-Many Relationships
3. Power BI Embedded:
  •  Embedding Power BI Reports and Dashboards in Custom Applications
  •  Using the Power BI REST API
4. Power BI Administration:
  •  Managing Power BI Tenant Settings
  •  Monitoring Performance and Usage
  •  Implementing Data Governance and Security Policies
5. Power BI Premium:
  •  Understanding Premium Capacity and Features
  •  Using Aggregations and Incremental Refresh
6. AI and Machine Learning in Power BI:
  •  Using the AI Visuals (Key Influencers, Decomposition Tree)
  •  Integrating Custom Machine Learning Models with Power BI
7. Expert Projects: Designing and implementing a comprehensive enterprise-level Power BI solution.

💡 Bonus: Learn about Power Automate Integration, Power Apps Integration, and Data Storytelling Techniques. Get familiar with new features and updates released by Microsoft regularly.

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🎓 𝗪𝗮𝗻𝘁 𝘁𝗼 𝘀𝘁𝗮𝗻𝗱 𝗼𝘂𝘁 𝗶𝗻 𝗽𝗹𝗮𝗰𝗲𝗺𝗲𝗻𝘁𝘀 ?

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🔰 Git & GitHub Roadmap for Beginners
├── 🧠 What is Version Control? Why Git?
├── ⚙️ Installing Git & Setting up GitHub
├── 📁 Git Basics (init, clone, add, commit)
├── 🌿 Branching & Merging
├── 🔄 Push, Pull, and Fetch
├── 🧠 Understanding Merge Conflicts
├── 🔧 .gitignore & Git Configurations
├── 🧪 Working with Remotes (origin, upstream)
├── 📦 Tagging & Releases
├── 📜 Git Log, Revert, Reset
├── 🧪 Git & GitHub Projects:
│ ├── Portfolio Versioning
│ ├── Team Collaboration on a Blog Project
│ ├── Open-source Contribution to a Repo

Free Resources to learn Git & GitHub 👇👇

http://GitFluence.com

https://t.me/github_coding

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https://learn.microsoft.com/en-us/training/modules/intro-to-git/

https://docs.github.com/en/get-started/start-your-journey/git-and-github-learning-resources

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Age of Programming Languages👨🏻‍💻

🦅 Swift (11 years old) (2014)
🚀 Kotlin (13 years old) (2011)
🦀 Rust (14 years old) (2010)
🐹 Go (15 years old) (2009)
🔷 TypeScript (12 years old) (2012)
🎸 C# (24 years old) (2000)
💎 Ruby (29 years old) (1995)
☕ Java (29 years old) (1995)
🌐 JavaScript (29 years old) (1995)
🐘 PHP (30 years old) (1994)
🐍 Python (34 years old) (1991)
🐪 Perl (37 years old) (1987)
🚀 C++ (39 years old) (1985)
📱 Objective-C (40 years old) (1984)
🔍 Prolog (52 years old) (1972)
🗣️ Smalltalk (52 years old) (1972)
🖥️ C (52 years old) (1972)
📝 Pascal (54 years old) (1970)
🎓 BASIC (60 years old) (1964)
💼 COBOL (65 years old) (1959)
🤖 Lisp (66 years old) (1958)
📜 Fortran (67 years old) (1957)

🗂 14 free Mathematics Course for AI

1. Mathematics for Computer Science (MIT)
https://www.youtube.com/playlist?list=PLUl4u3cNGP61VNvICqk2HXJTonnKgAc9d

2. Single Variable Calculus (MIT)
https://www.youtube.com/playlist?list=PL590CCC2BC5AF3BC1

3. Multivariable Calculus (MIT)
https://www.youtube.com/playlist?list=PL4C4C8A7D06566F38

4. Introduction to Probability (MIT)
https://www.youtube.com/playlist?list=PLUl4u3cNGP60hI9ATjSFgLZpbNJ7myAg6

5. Statistics for Applications (MIT)
https://www.youtube.com/playlist?list=PLUl4u3cNGP60uVBMaoNERc6knT_MgPKS0

6. Probability and Statistics (MIT)
https://www.youtube.com/playlist?list=PLl8XY7QVSa4aUyZAtL2Hlf_mx3LaSix9B

7. Linear Algebra (MIT)
https://www.youtube.com/playlist?list=PL221E2BBF13BECF6C

8. Matrix Methods in Data Analysis, Signal Processing, and Machine Learning (MIT)
https://youtube.com/playlist?list=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k&si=V3OqnttNNB30Nue8

9. Matrix Calculus For Machine Learning And Beyond (MIT)
https://youtube.com/playlist?list=PLUl4u3cNGP62EaLLH92E_VCN4izBKK6OE&si=-ri6Wx7_ijUvlRBI

10. Mathematics for Machine Learning Specialization (Imperial College London)
https://www.youtube.com/watch?v=0z6AhrOSrRs

11. Math for Machine Learning (Weights & Biases)
https://youtube.com/playlist?list=PLD80i8An1OEGZ2tYimemzwC3xqkU0jKUg&si=zLmx4HA6YLLYlt-_

12. Essence of linear algebra (3Blue1Brown)
https://youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab&si=avi8v0JoaXrNZNpD

13. Essence of calculus (3Blue1Brown)
https://youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr&si=x5sWaXSfL4on_MEM

14. Differential equations (3Blue1Brown)
https://youtube.com/playlist?list=PLZHQObOWTQDNPOjrT6KVlfJuKtYTftqH6&si=-ID27MWnKJC1GV5T

Save & React with ♥️.

Freshers are getting paid 10 - 15 Lakhs by learning AI & ML skill

📢 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗔𝗹𝗲𝗿𝘁 – 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗮𝗻𝗱 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴

Open for all. No Coding Background Required

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.
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Learn for free ✅

HTML — https://www.w3schools.com/html
CSS — http://CSS-tricks.com
JavaScript — http://LearnJavaScript.online
DSA --- https://t.me/dsabooks/21
Git, GitHub -- http://LearnGitBranching.js.org
React — http://React-tutorial.app
API — http://RapidAPI.com/comics
SQL — http://SQLbolt.com
Python -- https://t.me/pythondevelopersindia/76
PHP --- https://bit.ly/3QkY3wW
ML -- https://developers.google.com/machine-learning/crash-course
AI -- http://microsoft.github.io/AI-For-Beginners

ENJOY LEARNING 👍👍

𝗧𝗼𝗽 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝘁𝗼 𝗟𝗮𝗻𝗱 𝗮 𝗛𝗶𝗴𝗵-𝗣𝗮𝘆𝗶𝗻𝗴 𝗝𝗼𝗯 𝗶𝗻 𝟮𝟬𝟮𝟲🔥

Learn from scratch → Build real projects → Get placed

✅ 2000+ Students Already Placed
🤝 500+ Hiring Partners
💼 Avg Salary: ₹7.4 LPA
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List of most asked Programming Interview Questions.

Are you preparing for a coding interview? This tweet is for you. It contains a list of the most asked interview questions from each topic.

Arrays

- How is an array sorted using quicksort?
- How do you reverse an array?
- How do you remove duplicates from an array?
- How do you find the 2nd largest number in an unsorted integer array?

Linked Lists

- How do you find the length of a linked list?
- How do you reverse a linked list?
- How do you find the third node from the end?
- How are duplicate nodes removed in an unsorted linked list?

Strings

- How do you check if a string contains only digits?
- How can a given string be reversed?
- How do you find the first non-repeated character?
- How do you find duplicate characters in strings?

Binary Trees

- How are all leaves of a binary tree printed?
- How do you check if a tree is a binary search tree?
- How is a binary search tree implemented?
- Find the lowest common ancestor in a binary tree?

Graph

- How to detect a cycle in a directed graph?
- How to detect a cycle in an undirected graph?
- Find the total number of strongly connected components?
- Find whether a path exists between two nodes of a graph?
- Find the minimum number of swaps required to sort an array.

Dynamic Programming

1. Find the longest common subsequence?
2. Find the longest common substring?
3. Coin change problem?
4. Box stacking problem?
5. Count the number of ways to cover a distance?

Best DSA RESOURCES: https://topmate.io/coding/886874

All the best 👍👍

Many people still aren't fully utilizing the power of Telegram.

There are numerous channels on Telegram that can help you find the latest job and internship opportunities?

Here are some of my top channel recommendations to help you get started 👇👇

Latest Jobs & Internships: https://t.me/getjobss

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Interview Tips:
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Data Analyst Jobs:
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AI Jobs:
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Remote Jobs:
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If you found this helpful, don’t forget to like, share, and follow for more resources that can boost your career journey!

Let me know if you know any other useful telegram channel

ENJOY LEARNING👍👍

𝗔𝗜/𝗠𝗟 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 𝗕𝘆  𝗩𝗶𝘀𝗵𝗹𝗲𝘀𝗮𝗻 𝗶-𝗛𝘂𝗯, 𝗜𝗜𝗧 𝗣𝗮𝘁𝗻𝗮 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻😍

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🔥Deadline :- 19th April

    𝗔𝗽𝗽𝗹𝘆 𝗡𝗼𝘄👇 :- 

https://pdlink.in/41ZttiU
.
Get Placement Assistance With 5000+ Companies

𝗙𝘂𝗹𝗹𝘀𝘁𝗮𝗰𝗸 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗪𝗶𝘁𝗵 𝗚𝗲𝗻𝗔𝗜😍

Curriculum designed and taught by alumni from IITs & leading tech companies, with practical GenAI applications.

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𝗜𝗜𝗧 & 𝗜𝗜𝗠 𝗢𝗳𝗳𝗲𝗿𝗶𝗻𝗴 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝘀😍

👉Open for all. No Coding Background Required

AI/ML By IIT Patna  :- https://pdlink.in/41ZttiU

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Digital Marketing With AI :-https://pdlink.in/47BxVYG

AI/ML By IIT Mandi :- https://pdlink.in/4cvXBaz

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🌐 Web Design Tools & Their Use Cases 🎨🌐

🔹 Figma ➜ Collaborative UI/UX prototyping and wireframing for teams
🔹 Adobe XD ➜ Interactive design mockups and user experience flows
🔹 Sketch ➜ Vector-based interface design for Mac users and plugins
🔹 Canva ➜ Drag-and-drop graphics for quick social media and marketing assets
🔹 Adobe Photoshop ➜ Image editing, compositing, and raster graphics manipulation
🔹 Adobe Illustrator ➜ Vector illustrations, logos, and scalable icons
🔹 InVision Studio ➜ High-fidelity prototyping with animations and transitions
🔹 Webflow ➜ No-code visual website building with responsive layouts
🔹 Framer ➜ Interactive prototypes and animations for advanced UX
🔹 Tailwind CSS ➜ Utility-first styling for custom, responsive web designs
🔹 Bootstrap ➜ Pre-built components for rapid mobile-first layouts
🔹 Material Design ➜ Google's UI guidelines for consistent Android/web interfaces
🔹 Principle ➜ Micro-interactions and motion design for app prototypes
🔹 Zeplin ➜ Design handoff to developers with specs and assets
🔹 Marvel ➜ Simple prototyping and user testing for early concepts

💬 Tap ❤️ if this helped!

𝐏𝐚𝐲 𝐀𝐟𝐭𝐞𝐫 𝐏𝐥𝐚𝐜𝐞𝐦𝐞𝐧𝐭 - 𝐆𝐞𝐭 𝐏𝐥𝐚𝐜𝐞𝐝 𝐈𝐧 𝐓𝐨𝐩 𝐌𝐍𝐂'𝐬 😍

Learn Coding From Scratch - Lectures Taught By IIT Alumni

60+ Hiring Drives Every Month

𝐇𝐢𝐠𝐡𝐥𝐢𝐠𝐡𝐭𝐬:- 

🌟 Trusted by 7500+ Students
🤝 500+ Hiring Partners
💼 Avg. Rs. 7.4 LPA
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Eligibility: BTech / BCA / BSc / MCA / MSc

𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐍𝐨𝐰👇 :- 

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Hurry, limited seats available!🏃‍♀️