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๐Ÿš€ Welcome to the Elite Data Engineering & Agentic AI Hub! ๐Ÿš€

๐Ÿ‘‘ Community Creator: Mandar Patil
๐Ÿ‘จโ€๐Ÿ’ป Admin & Mentor: Durgesh Yadav

The era of basic data tasks is over. With Agentic AI evolving the industry, up to 60% of traditional Data Analyst roles
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๐— ๐—œ๐—ง ๐—จ๐—ป๐—ถ๐˜ƒ๐—ฒ๐—ฟ๐˜€๐—ถ๐˜๐˜† ๐—ถ๐˜€ ๐—ผ๐—ณ๐—ณ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐—ณ๐—ฟ๐—ฒ๐—ฒ ๐—ผ๐—ป๐—น๐—ถ๐—ป๐—ฒ ๐—ฐ๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ

https://www.linkedin.com/posts/mandarmpatil_mit-machinelearning-datascience-activity-7184739576899391491-DkcC
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๐—Ÿ๐—ฎ๐—ป๐—ฑ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐——๐—ฟ๐—ฒ๐—ฎ๐—บ ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—๐—ผ๐—ฏ - ๐—š๐˜‚๐—ฎ๐—ฟ๐—ฎ๐—ป๐˜๐—ฒ๐—ฒ๐—ฑ ๐˜„๐—ถ๐˜๐—ต ๐—•๐—ฟ๐—ฎ๐—ถ๐—ป๐—ฎ๐—น๐˜†๐˜€๐˜'๐˜€ ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐Ÿฏ๐Ÿฒ๐Ÿฌ ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ

https://www.linkedin.com/posts/mandarmpatil_datascience-careerchange-jobready-activity-7193124381206704128-UTE_
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๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—•๐—น๐—ผ๐—ด๐—ฎ๐˜๐—ต๐—ผ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฐ ๐—ฏ๐˜† ๐—š๐—ฒ๐—ฒ๐—ธ๐˜€๐—ณ๐—ผ๐—ฟ๐—š๐—ฒ๐—ฒ๐—ธ๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—ช๐—ถ๐—ป ๐—”๐—บ๐—ฎ๐˜‡๐—ถ๐—ป๐—ด ๐—ฃ๐—ฟ๐—ถ๐˜‡๐—ฒ๐˜€ ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ

https://www.linkedin.com/posts/mandarmpatil_datascience-ai-machinelearning-activity-7196698459578519552-N-Kn
๐—ฆ๐—ค๐—Ÿ ๐—–๐—ผ๐—บ๐—ฝ๐—น๐—ฒ๐˜๐—ฒ ๐—ฅ๐—ผ๐—ฎ๐—ฑ๐—บ๐—ฎ๐—ฝ ๐˜„๐—ถ๐˜๐—ต ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ฅ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ๐˜€๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ

https://www.linkedin.com/posts/mandarmpatil_sql-data-datascience-activity-7209744356126187520-8nHa
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SoluLab is hiring for ML Developer Freelancer

Job Title: Machine Learning Developer Freelancer
Company: SoluLab
Location: Remote
Experience - Min 2 years
Contract Duration- 2 Month(Extendable)
On Demand Basis- 2 hours per day
Rate- 500 INR Hourly Charges

Requirements:

1. Bachelor's degree in Data Science, Machine Learning, Computer Science, or a related field.
2. At least 2 years of experience in machine learning and data science.
3. Proficiency with machine learning techniques and frameworks.
4. Experience with SimCLR and EfficientNetv2.
5. Understanding of model evaluation metrics and strategies, including confusion matrices and cross-validation methods.
6. Strong analytical and problem-solving skills.
7. Good communication and presentation skills.

Technical Skills:
1. Programming languages: Python, R, Java
2. Machine learning frameworks: TensorFlow, PyTorch, Scikit-learn
3. Data processing tools: Pandas, NumPy
4. Experience with deep learning techniques and neural networks
5. Knowledge of data visualization tools: Matplotlib, Seaborn
6. Familiarity with cloud platforms: AWS, Google Cloud, Azure

Preferred Qualifications:
1. Experience with large-scale data processing and management.
2. Familiarity with advanced thresholding strategies and their applications.
3. Background in developing and deploying machine learning models in a production environment

Interested candidate can share their resume at bhawna@solulab.com




https://www.linkedin.com/posts/bhawna-shukla-020774198_machinelearningdeveloper-machinelearning-activity-7210965042056290304-ybL4
๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฅ๐—ผ๐—ฎ๐—ฑ๐—บ๐—ฎ๐—ฝ ๐˜„๐—ถ๐˜๐—ต ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ฅ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ๐˜€๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ

https://www.linkedin.com/posts/mandarmpatil_datascience-machinelearning-dataanalysis-activity-7211556296100093952-bB96
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๐๐ซ๐ž๐ฉ๐š๐ซ๐ข๐ง๐  ๐Ÿ๐จ๐ซ ๐š๐ง ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐ข๐ง๐ญ๐ž๐ซ๐ฏ๐ข๐ž๐ฐ? ๐‡๐ž๐ซ๐ž ๐š๐ซ๐ž ๐ฌ๐จ๐ฆ๐ž ๐œ๐ซ๐ฎ๐œ๐ข๐š๐ฅ ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐ช๐ฎ๐ž๐ฌ๐ญ๐ข๐จ๐ง๐ฌ ๐ฒ๐จ๐ฎ ๐ฌ๐ก๐จ๐ฎ๐ฅ๐ ๐›๐ž ๐ซ๐ž๐š๐๐ฒ ๐ญ๐จ ๐ญ๐š๐œ๐ค๐ฅ๐ž:

1. What is data science, and why is it important?

2. Explain the difference between supervised and unsupervised learning.

3. What is a data frame, and how do you manipulate it in Python?

4. Describe the steps of a data science project lifecycle.

5. How do you handle missing data in a dataset?

6. What is the difference between classification and regression?

7. Explain the concept of overfitting and how to prevent it.

8. What is cross-validation, and why is it used in model evaluation?

9. How do you evaluate the performance of a classification model?

10. What is the purpose of regularization in machine learning?

11. Explain the difference between L1 and L2 regularization.

12. What are ensemble methods, and how do they improve model performance?

13. Describe the k-means clustering algorithm.

14. What is principal component analysis (PCA), and when would you use it?

15. Explain the concept of a confusion matrix.

16. How do you interpret a ROC curve?

17. What is feature engineering, and why is it important?

18. Describe the difference between bagging and boosting.

19. What is a neural network, and how does it work?

20. Explain the concept of gradient descent in machine learning.

๐—™๐—ฟ๐—ฒ๐—ฒ ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ฅ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ๐˜€:

Data Science Roadmap: https://www.linkedin.com/posts/mandarmpatil_datascience-machinelearning-dataanalysis-activity-7211556296100093952-bB96

SQL Interview Questions: https://lnkd.in/dredf8KF

Python Programming Interview Questions: https://lnkd.in/gmfd8_2C

Excel Interview Questions: https://lnkd.in/gJpiwFMe

Power BI Interview Questions: https://lnkd.in/g5ktumeg

Tableau Interview Questions: https://lnkd.in/gu6d4vr6

DBMS Interview Questions: https://lnkd.in/gnvaFNYN

Data Analyst Interview Questions: https://www.linkedin.com/posts/mandarmpatil_data-analyst-interview-questions-activity-7209381974614974464-pt82

๐Ÿ‘‰WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

๐Ÿ‘‰Telegram Link: https://t.me/dataanalyticsbuddy

Like for more โค๏ธ

All the best ๐Ÿ‘๐Ÿ‘



Till then keep learning and keep exploring ๐Ÿ™Œ
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๐— ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ฅ๐—ผ๐—ฎ๐—ฑ๐—บ๐—ฎ๐—ฝ ๐˜„๐—ถ๐˜๐—ต ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—ฅ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ๐˜€๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ

https://www.linkedin.com/posts/mandarmpatil_machinelearning-ml2024-careergrowth-activity-7214817787301548032-ZDhG
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๐—”๐—œ ๐—ง๐—ผ๐—ผ๐—น๐˜€ ๐—ณ๐—ผ๐—ฟ ๐—ฅ๐—ฒ๐—ด๐˜‚๐—น๐—ฎ๐—ฟ ๐—จ๐˜€๐—ฒ ๐—–๐—ฎ๐˜€๐—ฒ๐˜€๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ

https://www.linkedin.com/posts/mandarmpatil_ai-aitools-chatgpt-activity-7216632576306794497-ZDOm
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URJENT REQUIRMENT
Position: Machine Learning Engineer
Experience: 1 year
Location: Noida, Sector 63 (Onsite)
Salary: โ‚น20-30k/month
We're looking for a passionate ML Engineer with 1 year of experience to join our team. If you're skilled in #ML, #MLE, #NLP, and #LLM, weโ€™d love to hear from you!

Please send your resume to binni@juppiterailabs.com

https://www.linkedin.com/posts/binni-thakur-3218b81a5_ml-mle-nlp-activity-7237369174333784064-Uh0R
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Tiger Analytics Data Scientist
What Weโ€™re Looking For:
๐ŸŽ“ Education: Bachelorโ€™s/Masterโ€™s/Ph.D. in Data Science, Computer Science, Mathematics, Statistics, or related field
๐Ÿ’ผ Experience: 4+ years of hands-on experience in data science, machine learning, or AI.
๐Ÿ“ Location : #Chennai (Work From Office)
๐Ÿ’ป Technical Skills: Proficiency in #Python ,SQL and data visualization tools (e.g., Tableau, Power BI)
๐Ÿง  Strong knowledge of #machinelearning algorithms (#Regression and #Classification) and statistical analysis
๐Ÿ”„ Experience with data wrangling and building predictive models
๐ŸŒ Ability to work with cross-functional teams in a fast-paced environment.

Drop your resume to vignesh.dhandapa@tigeranalytics.com

https://www.linkedin.com/posts/vignesh-d-919784114_data-scientist-wfo-chennai-at-tiger-activity-7237389935010283521-Tz6S

๐Ÿ‘‰WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

๐Ÿ‘‰Telegram Channel: https://t.me/dataanalyticsbuddy

Share this Opportunity with your friends and groups

All the best ๐Ÿ‘๐Ÿ‘
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Tibil Solutions Hiring Senior Data Scientist

Location: Mumbai
Experience: 4+ years
Primary Skills:
๐Ÿ”น Machine Learning
๐Ÿ”น Optimization
๐Ÿ”น Cloud Services (Azure/Oracle)
๐Ÿ”น MLOps
Secondary Skills:
๐Ÿ”น End-to-end data science projects
๐Ÿ”น Databases and pipelines
๐Ÿ”น Manufacturing domain expertise (preferred)
Soft Skills:
๐Ÿค Stakeholder management
๐ŸŒŸ Leadership
๐Ÿš€ Proactive problem-solving

https://www.linkedin.com/posts/vishnu-priya-o_dm-datascience-hiring-activity-7243613654208634880-fE2y
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