Python Projects & Free Books
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Python Interview Projects & Free Courses

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๐Ÿ’ ๐๐ž๐ฌ๐ญ ๐๐จ๐ฐ๐ž๐ซ ๐๐ˆ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž๐ฌ ๐ข๐ง ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ“ ๐ญ๐จ ๐’๐ค๐ฒ๐ซ๐จ๐œ๐ค๐ž๐ญ ๐˜๐จ๐ฎ๐ซ ๐‚๐š๐ซ๐ž๐ž๐ซ๐Ÿ˜

In todayโ€™s data-driven world, Power BI has become one of the most in-demand tools for businessesใ€ฝ๏ธ๐Ÿ“Š

The best part? You donโ€™t need to spend a fortuneโ€”there are free and affordable courses available online to get you started.๐Ÿ’ฅ๐Ÿง‘โ€๐Ÿ’ป

๐‹๐ข๐ง๐ค๐Ÿ‘‡:-

https://pdlink.in/4mDvgDj

Start learning today and position yourself for success in 2025!โœ…๏ธ
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๐Ÿ“Š Top 10 Data Analytics Concepts Everyone Should Know ๐Ÿš€

1๏ธโƒฃ Data Cleaning ๐Ÿงน
Removing duplicates, fixing missing or inconsistent data.
๐Ÿ‘‰ Tools: Excel, Python (Pandas), SQL

2๏ธโƒฃ Descriptive Statistics ๐Ÿ“ˆ
Mean, median, mode, standard deviationโ€”basic measures to summarize data.
๐Ÿ‘‰ Used for understanding data distribution

3๏ธโƒฃ Data Visualization ๐Ÿ“Š
Creating charts and dashboards to spot patterns.
๐Ÿ‘‰ Tools: Power BI, Tableau, Matplotlib, Seaborn

4๏ธโƒฃ Exploratory Data Analysis (EDA) ๐Ÿ”
Identifying trends, outliers, and correlations through deep data exploration.
๐Ÿ‘‰ Step before modeling

5๏ธโƒฃ SQL for Data Extraction ๐Ÿ—ƒ๏ธ
Querying databases to retrieve specific information.
๐Ÿ‘‰ Focus on SELECT, JOIN, GROUP BY, WHERE

6๏ธโƒฃ Hypothesis Testing โš–๏ธ
Making decisions using sample data (A/B testing, p-value, confidence intervals).
๐Ÿ‘‰ Useful in product or marketing experiments

7๏ธโƒฃ Correlation vs Causation ๐Ÿ”—
Just because two things are related doesnโ€™t mean one causes the other!

8๏ธโƒฃ Data Modeling ๐Ÿง 
Creating models to predict or explain outcomes.
๐Ÿ‘‰ Linear regression, decision trees, clustering

9๏ธโƒฃ KPIs & Metrics ๐ŸŽฏ
Understanding business performance indicators like ROI, retention rate, churn.

๐Ÿ”Ÿ Storytelling with Data ๐Ÿ—ฃ๏ธ

Translating raw numbers into insights stakeholders can act on.
๐Ÿ‘‰ Use clear visuals, simple language, and real-world impact

โค๏ธ React for more
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Python Statements ๐Ÿ‘†
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Prepare for placement season in 6 months
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๐Ÿฐ ๐—™๐—ฟ๐—ฒ๐—ฒ ๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ ๐—š๐—ฒ๐—ป๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—”๐—œ ๐—ง๐—ฟ๐—ฎ๐—ถ๐—ป๐—ถ๐—ป๐—ด ๐— ๐—ผ๐—ฑ๐˜‚๐—น๐—ฒ๐˜€ ๐˜๐—ผ ๐—•๐—ผ๐—ผ๐˜€๐˜ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€๐Ÿ˜

Generative AI is no longer just a buzzwordโ€”itโ€™s a career-maker๐Ÿง‘โ€๐Ÿ’ป๐Ÿ“Œ

Recruiters are actively looking for candidates with prompt engineering skills, hands-on AI experience, and the ability to use tools like GitHub Copilot and Azure OpenAI effectively.๐Ÿ–ฅ

๐‹๐ข๐ง๐ค๐Ÿ‘‡:-

http://pdlink.in/4fKT5pL

If youโ€™re looking to stand out in interviews, land AI-powered roles, or future-proof your career, this is your chance
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๐Ÿ”… Voice Recorder in Python
pip install sounddevice


import sounddevice
from scipy.io.wavfile import write
#sample_rate
fs=44100
#Ask to enter the recording time
second = int(input("Enter the Recording Time in second: "))
print("Recordingโ€ฆ\n")
record_voice = sounddevice.rec(int(second * fs),samplerate=fs,channels=2)
sounddevice.wait()
write("MyRecording.wav",fs,record_voice)
print("Recording is done Please check you folder to listen recording")


Join us for more -
https://t.me/pythonfreebootcamp
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โ€œLearn AIโ€ is everywhere. But where do the builders actually start? ๐Ÿ“ฑ

Hereโ€™s the real path, the courses, papers and repos that matter.

โœ… Videos:

โžก๏ธ LLM Introduction โ†’ https://lnkd.in/ernZFpvB
โžก๏ธ LLMs from Scratch - Stanford CS229 โ†’ https://lnkd.in/etUh6_mn
โžก๏ธ Agentic AI Overview โ†’https://lnkd.in/ecpmzAyq
โžก๏ธ Building and Evaluating Agents โ†’ https://lnkd.in/e5KFeZGW
โžก๏ธ Building Effective Agents โ†’ https://lnkd.in/eqxvBg79
โžก๏ธ Building Agents with MCP โ†’ https://lnkd.in/eZd2ym2K
โžก๏ธ Building an Agent from Scratch โ†’ https://lnkd.in/eiZahJGn

โœ… Courses:

โžก๏ธ HuggingFace's Agent Course โ†’ https://lnkd.in/e7dUTYuE
โžก๏ธ MCP with Anthropic โ†’ https://lnkd.in/eMEnkCPP
โžก๏ธ Building Vector DB with Pinecone โ†’ https://lnkd.in/eP2tMGVs
โžก๏ธ Vector DB from Embeddings to Apps โ†’ https://lnkd.in/eP2tMGVs
โžก๏ธ Agent Memory โ†’ https://lnkd.in/egC8h9_Z
โžก๏ธ Building and Evaluating RAG apps โ†’ https://lnkd.in/ewy3sApa
โžก๏ธ Building Browser Agents โ†’ https://lnkd.in/ewy3sApa
โžก๏ธ LLMOps โ†’ https://lnkd.in/ex4xnE8t
โžก๏ธ Evaluating AI Agents โ†’ https://lnkd.in/eBkTNTGW
โžก๏ธ Computer Use with Anthropic โ†’ https://lnkd.in/ebHUc-ZU
โžก๏ธ Multi-Agent Use โ†’ https://lnkd.in/e4f4HtkR
โžก๏ธ Improving LLM Accuracy โ†’ https://lnkd.in/eVUXGT4M
โžก๏ธ Agent Design Patterns โ†’ https://lnkd.in/euhUq3W9
โžก๏ธ Multi Agent Systems โ†’ https://lnkd.in/evBnavk9

Access all free courses: https://whatsapp.com/channel/0029Vamhzk5JENy1Zg9KmO2g

โœ… Guides:

โžก๏ธ Google's Agent โ†’ https://lnkd.in/encAzwKf
โžก๏ธ Google's Agent Companion โ†’ https://lnkd.in/e3-XtYKg
โžก๏ธ Building Effective Agents by Anthropic โ†’ https://lnkd.in/egifJ_wJ
โžก๏ธ Claude Code Best practices โ†’ https://lnkd.in/eJnqfQju
โžก๏ธ OpenAI's Practical Guide to Building Agents โ†’ https://lnkd.in/e-GA-HRh

โœ… Repos:
โžก๏ธ GenAI Agents โ†’ https://lnkd.in/eAscvs_i
โžก๏ธ Microsoft's AI Agents for Beginners โ†’ https://lnkd.in/d59MVgic
โžก๏ธ Prompt Engineering Guide โ†’ https://lnkd.in/ewsbFwrP
โžก๏ธ AI Agent Papers โ†’ https://lnkd.in/esMHrxJX

โœ… Papers:
๐ŸŸก ReAct โ†’ https://lnkd.in/eZ-Z-WFb
๐ŸŸก Generative Agents โ†’ https://lnkd.in/eDAeSEAq
๐ŸŸก Toolformer โ†’ https://lnkd.in/e_Vcz5K9
๐ŸŸก Chain-of-Thought Prompting โ†’ https://lnkd.in/eRCT_Xwq
๐ŸŸก Tree of Thoughts โ†’ https://lnkd.in/eiadYm8S
๐ŸŸก Reflexion โ†’ https://lnkd.in/eggND2rZ
๐ŸŸก Retrieval-Augmented Generation Survey โ†’ https://lnkd.in/eARbqdYE

Access all free courses: https://whatsapp.com/channel/0029VbB8ROL4inogeP9o8E1l

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