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Detailed Roadmap to Become a Programmer
๐ Learn Programming Fundamentals
Start with basics like programming logic, syntax, and how code flows. This builds your foundation.
โ๐ Choose a Language
Pick one popular language like Python (easy & versatile), Java (widely used in big systems), or C++ (great for performance). Focus on mastering it first.
โ๐ Learn Data Structures & Algorithms
Understand arrays, lists, trees, sorting, searching โ these help write efficient code and solve complex problems.
โ๐ Learn Problem Solving
Practice coding challenges on platforms like LeetCode or HackerRank to improve your logic and speed.
โ๐ Learn OOPs & Design Patterns
Object-Oriented Programming (OOP) teaches how to structure code; design patterns show reusable solutions to common problems.
โ๐ Learn Version Control (Git & GitHub)
Essential for collaborationโtrack your code changes and work with others safely using Git and GitHub.
โ๐ Learn Debugging & Testing
Find and fix bugs; test your code to make sure it works as expected.
โ๐ Work on Real-World Projects
Build practical projects to apply what you learned and showcase skills to employers.
โ๐ Contribute to Open Source
Collaborate on existing projectsโgain experience, community recognition, and improve your coding.
โโ Apply for Job / Internship
With skills and projects ready, start applying confidently for programming roles or internships to kick-start your career.
๐ React โฅ๏ธ for more
๐ Learn Programming Fundamentals
Start with basics like programming logic, syntax, and how code flows. This builds your foundation.
โ๐ Choose a Language
Pick one popular language like Python (easy & versatile), Java (widely used in big systems), or C++ (great for performance). Focus on mastering it first.
โ๐ Learn Data Structures & Algorithms
Understand arrays, lists, trees, sorting, searching โ these help write efficient code and solve complex problems.
โ๐ Learn Problem Solving
Practice coding challenges on platforms like LeetCode or HackerRank to improve your logic and speed.
โ๐ Learn OOPs & Design Patterns
Object-Oriented Programming (OOP) teaches how to structure code; design patterns show reusable solutions to common problems.
โ๐ Learn Version Control (Git & GitHub)
Essential for collaborationโtrack your code changes and work with others safely using Git and GitHub.
โ๐ Learn Debugging & Testing
Find and fix bugs; test your code to make sure it works as expected.
โ๐ Work on Real-World Projects
Build practical projects to apply what you learned and showcase skills to employers.
โ๐ Contribute to Open Source
Collaborate on existing projectsโgain experience, community recognition, and improve your coding.
โโ Apply for Job / Internship
With skills and projects ready, start applying confidently for programming roles or internships to kick-start your career.
๐ React โฅ๏ธ for more
โค7
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โค5๐ฅฐ1
Data Analytics Pattern Identification....;;
Trend Analysis: Examining data over time to identify upward or downward trends.
Seasonal Patterns: Identifying recurring patterns or trends based on seasons or specific time periods
Correlation: Understanding relationships between variables and how changes in one may affect another.
Outlier Detection: Identifying data points that deviate significantly from the overall pattern.
Clustering: Grouping similar data points together to find natural patterns within the data.
Classification: Categorizing data into predefined classes or groups based on certain features.
Regression Analysis: Predicting a dependent variable based on the values of independent variables.
Frequency Distribution: Analyzing the distribution of values within a dataset.
Pattern Recognition: Identifying recurring structures or shapes within the data.
Text Analysis: Extracting insights from unstructured text data through techniques like sentiment analysis or topic modeling.
These patterns help organizations make informed decisions, optimize processes, and gain a deeper understanding of their data.
Trend Analysis: Examining data over time to identify upward or downward trends.
Seasonal Patterns: Identifying recurring patterns or trends based on seasons or specific time periods
Correlation: Understanding relationships between variables and how changes in one may affect another.
Outlier Detection: Identifying data points that deviate significantly from the overall pattern.
Clustering: Grouping similar data points together to find natural patterns within the data.
Classification: Categorizing data into predefined classes or groups based on certain features.
Regression Analysis: Predicting a dependent variable based on the values of independent variables.
Frequency Distribution: Analyzing the distribution of values within a dataset.
Pattern Recognition: Identifying recurring structures or shapes within the data.
Text Analysis: Extracting insights from unstructured text data through techniques like sentiment analysis or topic modeling.
These patterns help organizations make informed decisions, optimize processes, and gain a deeper understanding of their data.
โค3
HTTP status codes โ quick cheat sheet
โ 200 OK: request succeeded
๐ 201 Created: new resource saved
๐ 204 No Content: success, nothing to return
๐ 301 Moved Permanently: use new URL
โช๏ธ 302 Found: temporary redirect
๐งพ 304 Not Modified: use cached version
๐ 400 Bad Request: invalid input
๐ชช 401 Unauthorized: missing/invalid auth
๐ซ 403 Forbidden: authenticated but not allowed
โ 404 Not Found: resource doesnโt exist
โณ 408 Request Timeout: client took too long
๐งฏ 409 Conflict: state/version clash
๐ฅ 500 Internal Server Error: server crashed
๐ ๏ธ 502 Bad Gateway: upstream failed
๐ธ๏ธ 503 Service Unavailable: overloaded/maintenance
โ 504 Gateway Timeout: upstream too slow
tips
โข return precise codes; donโt default to 200/500
โข include a machine-readable error body (code, message, details)
โข never leak stack traces in production
โข pair 304 with ETag/If-None-Match for caching
โ 200 OK: request succeeded
๐ 201 Created: new resource saved
๐ 204 No Content: success, nothing to return
๐ 301 Moved Permanently: use new URL
โช๏ธ 302 Found: temporary redirect
๐งพ 304 Not Modified: use cached version
๐ 400 Bad Request: invalid input
๐ชช 401 Unauthorized: missing/invalid auth
๐ซ 403 Forbidden: authenticated but not allowed
โ 404 Not Found: resource doesnโt exist
โณ 408 Request Timeout: client took too long
๐งฏ 409 Conflict: state/version clash
๐ฅ 500 Internal Server Error: server crashed
๐ ๏ธ 502 Bad Gateway: upstream failed
๐ธ๏ธ 503 Service Unavailable: overloaded/maintenance
โ 504 Gateway Timeout: upstream too slow
tips
โข return precise codes; donโt default to 200/500
โข include a machine-readable error body (code, message, details)
โข never leak stack traces in production
โข pair 304 with ETag/If-None-Match for caching
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Don't overwhelm to learn Git,๐
Git is only this much๐๐
1.Core:
โข git init
โข git clone
โข git add
โข git commit
โข git status
โข git diff
โข git checkout
โข git reset
โข git log
โข git show
โข git tag
โข git push
โข git pull
2.Branching:
โข git branch
โข git checkout -b
โข git merge
โข git rebase
โข git branch --set-upstream-to
โข git branch --unset-upstream
โข git cherry-pick
3.Merging:
โข git merge
โข git rebase
4.Stashing:
โข git stash
โข git stash pop
โข git stash list
โข git stash apply
โข git stash drop
5.Remotes:
โข git remote
โข git remote add
โข git remote remove
โข git fetch
โข git pull
โข git push
โข git clone --mirror
6.Configuration:
โข git config
โข git global config
โข git reset config
7. Plumbing:
โข git cat-file
โข git checkout-index
โข git commit-tree
โข git diff-tree
โข git for-each-ref
โข git hash-object
โข git ls-files
โข git ls-remote
โข git merge-tree
โข git read-tree
โข git rev-parse
โข git show-branch
โข git show-ref
โข git symbolic-ref
โข git tag --list
โข git update-ref
8.Porcelain:
โข git blame
โข git bisect
โข git checkout
โข git commit
โข git diff
โข git fetch
โข git grep
โข git log
โข git merge
โข git push
โข git rebase
โข git reset
โข git show
โข git tag
9.Alias:
โข git config --global alias.<alias> <command>
10.Hook:
โข git config --local core.hooksPath <path>
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Git is only this much๐๐
1.Core:
โข git init
โข git clone
โข git add
โข git commit
โข git status
โข git diff
โข git checkout
โข git reset
โข git log
โข git show
โข git tag
โข git push
โข git pull
2.Branching:
โข git branch
โข git checkout -b
โข git merge
โข git rebase
โข git branch --set-upstream-to
โข git branch --unset-upstream
โข git cherry-pick
3.Merging:
โข git merge
โข git rebase
4.Stashing:
โข git stash
โข git stash pop
โข git stash list
โข git stash apply
โข git stash drop
5.Remotes:
โข git remote
โข git remote add
โข git remote remove
โข git fetch
โข git pull
โข git push
โข git clone --mirror
6.Configuration:
โข git config
โข git global config
โข git reset config
7. Plumbing:
โข git cat-file
โข git checkout-index
โข git commit-tree
โข git diff-tree
โข git for-each-ref
โข git hash-object
โข git ls-files
โข git ls-remote
โข git merge-tree
โข git read-tree
โข git rev-parse
โข git show-branch
โข git show-ref
โข git symbolic-ref
โข git tag --list
โข git update-ref
8.Porcelain:
โข git blame
โข git bisect
โข git checkout
โข git commit
โข git diff
โข git fetch
โข git grep
โข git log
โข git merge
โข git push
โข git rebase
โข git reset
โข git show
โข git tag
9.Alias:
โข git config --global alias.<alias> <command>
10.Hook:
โข git config --local core.hooksPath <path>
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