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Data Science Jobs
Data Science Jobs
6/15/2025, 6:56:11 PM

๐Ÿ“Š *How to Start Learning Data Science* ๐Ÿ’ก Data Science may sound heavy, but hereโ€™s a simple roadmap to begin your journey โ€” step by step: *1. Understand What Data Science Is* โ€ข Itโ€™s the art of extracting insights from data โ€ข Combines: Statistics, Programming, Business Knowledge โ€ข Common roles: Data Analyst, Data Scientist, ML Engineer *2. Learn Python or R* ๐Ÿ โ€ข Python is preferred for beginners โ€ข Focus on: variables, loops, functions, libraries like Pandas & NumPy *3. Get Strong with Math & Stats* ๐Ÿง  โ€ข Focus on: โ€“ Mean, Median, Mode, Standard Deviation โ€“ Probability, Hypothesis Testing โ€“ Linear Algebra & Calculus basics *4. Master Data Analysis & Visualization* ๐Ÿ“Š โ€ข Libraries: Pandas, Matplotlib, Seaborn โ€ข Tools: Excel, Tableau, Power BI โ€ข Learn to clean, explore & visualize datasets *5. Learn SQL for Data Queries* ๐Ÿ—ƒ๏ธ โ€ข SELECT, WHERE, GROUP BY, JOIN โ€ข Work with real datasets to extract insights *6. Explore Machine Learning* ๐Ÿค– โ€ข Understand: Supervised vs. Unsupervised learning โ€ข Tools: Scikit-Learn, Jupyter Notebooks โ€ข Start with basic models: Linear Regression, KNN, Decision Trees *7. Build Real Projects* ๐Ÿ’ผ โ€ข Sales dashboard โ€ข Customer churn analysis โ€ข Movie recommendations โ€ข Host projects on GitHub & share on LinkedIn *8. Learn Cloud & Big Data (Optional but Useful)* โ˜๏ธ โ€ข Tools: AWS, GCP, Hadoop, Spark โ€ข Helps scale your work with larger datasets *9. Stay Updated & Practice Daily* ๐Ÿ”„ โ€ข Kaggle, DataCamp, Medium blogs โ€ข Follow Data Science creators on X, LinkedIn ๐Ÿ”ฅ *You donโ€™t need to learn everything at once โ€” just keep moving forward consistently.* ๐Ÿ’ฌ *Double Tap โค๏ธ for more*

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Data Science Jobs
Data Science Jobs
6/15/2025, 1:04:13 PM

Uber hiring Data Scientist Apply link: https://www.uber.com/global/en/careers/list/141654 ๐Ÿ‘‰ WhatsApp Channel: https://whatsapp.com/channel/0029VaI5CV93AzNUiZ5Tt226 ๐Ÿ‘‰ Telegram Channel: https://t.me/addlist/4q2PYC0pH_VjZDk5 All the best! ๐Ÿ‘๐Ÿ‘

Data Science Jobs
Data Science Jobs
6/16/2025, 4:02:59 PM

Now, let's move to the next topic in the data science learning series *Data Cleaning & Preparation:* ๐Ÿ”น *Topic: Combining Datasets* In real-world projects, data often comes from multiple sources: โ€“ Sales from one CSV โ€“ Customer info from another โ€“ Product data from a third To build a full picture, you need to combine them. โœ… *3 Ways to Combine Datasets in Pandas* *1. Concatenation (Stacking Data)* Used when datasets have same columns but are split across multiple files or timeframes. df_combined = pd.concat([df1, df2]) Use axis=0 for stacking rows (default) Use axis=1 for combining side by side (columns) *2. Merging (Joining on Keys)* Used when datasets share a common key/column, like customer_id. df_merged = pd.merge(df1, df2, on='customer_id', how='inner') *Merge types:* inner: only matching rows left: keep all rows from df1 right: keep all rows from df2 outer: keep all rows from both *3. Join Method (simplified merge)* df1.join(df2, how='left') Only works when indexes are aligned or you set the index before. ๐Ÿ“Š *Real-Life Example:* You have: orders.csv โ†’ order_id, product_id, customer_id customers.csv โ†’ customer_id, name, age products.csv โ†’ product_id, name, price Youโ€™ll use merge to link them all using common columns. *React with โค๏ธ once you're ready for the quiz* Data Science Learning Series: https://whatsapp.com/channel/0029Va8v3eo1NCrQfGMseL2D/998 Python Cheatsheet: https://whatsapp.com/channel/0029VaiM08SDuMRaGKd9Wv0L/1660

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Data Science Jobs
Data Science Jobs
6/16/2025, 6:15:03 AM

๐Ÿฑ ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—ฅ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ๐˜€ ๐˜๐—ผ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐— ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ณ๐—ฟ๐—ผ๐—บ ๐—ฆ๐—ฐ๐—ฟ๐—ฎ๐˜๐—ฐ๐—ต ๐—ถ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฑ๐Ÿ˜ ๐ŸŽฏ Want to break into Machine Learning but donโ€™t know where to start?โœจ๏ธ You donโ€™t need a fancy degree or expensive course to begin your ML journey๐Ÿ“Š ๐‹๐ข๐ง๐ค๐Ÿ‘‡:- https://pdlink.in/4jRouYb This list is for anyone ready to start learning ML from scratchโœ…๏ธ

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โค๏ธ ๐Ÿ‘ ๐Ÿง‘โ€๐Ÿ’ป 3
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Data Science Jobs
Data Science Jobs
6/15/2025, 11:56:46 AM

๐Ÿญ๐Ÿฌ๐Ÿฌ% ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—ง๐—ฒ๐—ฐ๐—ต ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€๐Ÿ˜ Fromย data science and AIย toย web development and cloud computing, checkout Top 5 Websites for Free Tech Certification Courses in 2025 ๐‹๐ข๐ง๐ค๐Ÿ‘‡:- https://pdlink.in/4e76jMX Enroll For FREE & Get Certified!โœ…๏ธ

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Data Science Jobs
Data Science Jobs
6/16/2025, 12:45:16 PM

๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—™๐—ฅ๐—˜๐—˜ ๐——๐—ฒ๐—บ๐—ผ ๐—–๐—น๐—ฎ๐˜€๐˜€ ๐—œ๐—ป ๐—›๐˜†๐—ฑ๐—ฒ๐—ฟ๐—ฎ๐—ฏ๐—ฎ๐—ฑย ๐Ÿ˜ ๐Ÿ“Š โ€œData Analystโ€ is one of the hottest careers in tech โ€” and guess what? NO coding needed! ย Now itโ€™s YOUR turn to break into tech! ๐Ÿ’ผ Hereโ€™s what you get:- โœ…No Coding Required โœ…100% Placement Support โœ…Offline Classes in Hyderabad with Expert Mentorsย  โœ…Real-world Projects & Industry Certificationย  ๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ ๐—™๐—ผ๐—ฟ ๐—™๐—ฅ๐—˜๐—˜๐Ÿ‘‡:- https://pdlink.in/4kFhjn3 Location:- Gachibowli Centre, Hyderabad!

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Data Science Jobs
Data Science Jobs
6/17/2025, 7:58:53 AM

๐—™๐—ฟ๐—ฒ๐—ฒ ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฅ๐—ผ๐—ฎ๐—ฑ๐—บ๐—ฎ๐—ฝ ๐—ณ๐—ผ๐—ฟ ๐—•๐—ฒ๐—ด๐—ถ๐—ป๐—ป๐—ฒ๐—ฟ๐˜€: ๐Ÿฑ ๐—ฆ๐˜๐—ฒ๐—ฝ๐˜€ ๐˜๐—ผ ๐—ฆ๐˜๐—ฎ๐—ฟ๐˜ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐—๐—ผ๐˜‚๐—ฟ๐—ป๐—ฒ๐˜†๐Ÿ˜ Want to break into Data Science but donโ€™t know where to begin?๐Ÿ‘จโ€๐Ÿ’ป๐Ÿ“Œ Youโ€™re not alone. Data Science is one of the most in-demand fields today, but with so many courses online, it can feel overwhelming.๐Ÿ’ซ๐Ÿ“ฒ ๐‹๐ข๐ง๐ค๐Ÿ‘‡:- https://pdlink.in/3SU5FJ0 No prior experience needed!โœ…๏ธ

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Data Science Jobs
Data Science Jobs
6/16/2025, 6:23:56 PM

Weโ€™re Hiring: Machine Learning Engineer (Computer Vision) ๐Ÿ“ Experience: 2โ€“3 Years ๐Ÿ“Œ Location: Sector-44 Gurgaon Are you passionate about building next-gen Computer Vision systems? We're looking for a skilled Machine Learning Engineer to join our team and help shape AI-powered solutions that make a real impact! ๐Ÿ” What weโ€™re looking for: โœ… Proven experience developing Computer Vision systems โœ… Strong grip on ML frameworks โ€“ PyTorch / TensorFlow โœ… Solid understanding of Convolutions, ResNet, EfficientNet, Vision Transformers โœ… Hands-on experience in the ML lifecycle โ€“ from data annotation to model deployment & monitoring โœ… Proficiency in Python, with OOP experience โœ… Familiarity with tools like Git, GitHub, and packages like OpenCV, PIL, NumPy, Pandas, Albumentations โœ… Strong communication skills and a collaborative mindset ๐Ÿ“ฉ Interested or know someone who fits the role? Drop us a message or apply at: [email protected]

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Data Science Jobs
Data Science Jobs
6/15/2025, 12:36:22 PM

Who is Data Scientist? He/she is responsible for collecting, analyzing and interpreting the results, through a large amount of data. This process is used to take an important decision for the business, which can affect the growth and help to face compititon in the market. A data scientist analyzes data to extract actionable insight from it. More specifically, a data scientist: Determines correct datasets and variables. Identifies the most challenging data-analytics problems. Collects large sets of data- structured and unstructured, from different sources. Cleans and validates data ensuring accuracy, completeness, and uniformity. Builds and applies models and algorithms to mine stores of big data. Analyzes data to recognize patterns and trends. Interprets data to find solutions. Communicates findings to stakeholders using tools like visualization.

Data Science Jobs
Data Science Jobs
6/15/2025, 6:54:46 AM

๐—™๐—ฟ๐—ฒ๐—ฒ ๐—ฃ๐˜†๐˜๐—ต๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ: ๐—ง๐—ต๐—ฒ ๐—•๐—ฒ๐˜€๐˜ ๐—ฆ๐˜๐—ฎ๐—ฟ๐˜๐—ถ๐—ป๐—ด ๐—ฃ๐—ผ๐—ถ๐—ป๐˜ ๐—ณ๐—ผ๐—ฟ ๐—ง๐—ฒ๐—ฐ๐—ต & ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—•๐—ฒ๐—ด๐—ถ๐—ป๐—ป๐—ฒ๐—ฟ๐˜€๐Ÿ˜ ๐Ÿš€ Want to break into tech or data analytics but donโ€™t know how to start?๐Ÿ“Œโœจ๏ธ Python is the #1 most in-demand programming language, and Scalerโ€™s free Python for Beginners course is a game-changer for absolute beginners๐Ÿ“Šโœ”๏ธ ๐‹๐ข๐ง๐ค๐Ÿ‘‡:- https://pdlink.in/45TroYX No coding background needed!โœ…๏ธ

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