Ford Hiring Data Scientist
Apply link: https://efds.fa.em5.oraclecloud.com/hcmUI/CandidateExperience/en/job/44845/?utm_medium=jobboard&utm_source=linkedin
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Forwarded from Python for Data Analysts
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How much Statistics must I know to become a Data Scientist?
This is one of the most common questions
Here are the must-know Statistics concepts every Data Scientist should know:
๐ฃ๐ฟ๐ผ๐ฏ๐ฎ๐ฏ๐ถ๐น๐ถ๐๐
โ Bayes' Theorem & conditional probability
โ Permutations & combinations
โ Card & die roll problem-solving
๐๐ฒ๐๐ฐ๐ฟ๐ถ๐ฝ๐๐ถ๐๐ฒ ๐๐๐ฎ๐๐ถ๐๐๐ถ๐ฐ๐ & ๐ฑ๐ถ๐๐๐ฟ๐ถ๐ฏ๐๐๐ถ๐ผ๐ป๐
โ Mean, median, mode
โ Standard deviation and variance
โ Bernoulli's, Binomial, Normal, Uniform, Exponential distributions
๐๐ป๐ณ๐ฒ๐ฟ๐ฒ๐ป๐๐ถ๐ฎ๐น ๐๐๐ฎ๐๐ถ๐๐๐ถ๐ฐ๐
โ A/B experimentation
โ T-test, Z-test, Chi-squared tests
โ Type 1 & 2 errors
โ Sampling techniques & biases
โ Confidence intervals & p-values
โ Central Limit Theorem
โ Causal inference techniques
๐ ๐ฎ๐ฐ๐ต๐ถ๐ป๐ฒ ๐น๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด
โ Logistic & Linear regression
โ Decision trees & random forests
โ Clustering models
โ Feature engineering
โ Feature selection methods
โ Model testing & validation
โ Time series analysis
I have curated the best interview resources to crack Data Science Interviews
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This is one of the most common questions
Here are the must-know Statistics concepts every Data Scientist should know:
๐ฃ๐ฟ๐ผ๐ฏ๐ฎ๐ฏ๐ถ๐น๐ถ๐๐
โ Bayes' Theorem & conditional probability
โ Permutations & combinations
โ Card & die roll problem-solving
๐๐ฒ๐๐ฐ๐ฟ๐ถ๐ฝ๐๐ถ๐๐ฒ ๐๐๐ฎ๐๐ถ๐๐๐ถ๐ฐ๐ & ๐ฑ๐ถ๐๐๐ฟ๐ถ๐ฏ๐๐๐ถ๐ผ๐ป๐
โ Mean, median, mode
โ Standard deviation and variance
โ Bernoulli's, Binomial, Normal, Uniform, Exponential distributions
๐๐ป๐ณ๐ฒ๐ฟ๐ฒ๐ป๐๐ถ๐ฎ๐น ๐๐๐ฎ๐๐ถ๐๐๐ถ๐ฐ๐
โ A/B experimentation
โ T-test, Z-test, Chi-squared tests
โ Type 1 & 2 errors
โ Sampling techniques & biases
โ Confidence intervals & p-values
โ Central Limit Theorem
โ Causal inference techniques
๐ ๐ฎ๐ฐ๐ต๐ถ๐ป๐ฒ ๐น๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด
โ Logistic & Linear regression
โ Decision trees & random forests
โ Clustering models
โ Feature engineering
โ Feature selection methods
โ Model testing & validation
โ Time series analysis
I have curated the best interview resources to crack Data Science Interviews
๐๐
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๐4
American Express Global Business Travel hiring Data Scientist
Apply link: https://travelhrportal.wd1.myworkdayjobs.com/Jobs/job/India/Associate-Data-Scientist_J-74018
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All the best ๐๐
Apply link: https://travelhrportal.wd1.myworkdayjobs.com/Jobs/job/India/Associate-Data-Scientist_J-74018
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Check out this job at Corp Crunch: https://www.linkedin.com/jobs/view/4226409673
Linkedin
Corp Crunch hiring Data / AI Scientist in India | LinkedIn
Posted 12:56:05 PM. Company Description Corp Crunch is a catalyst for conscientious change, illuminating criticalโฆSee this and similar jobs on LinkedIn.
ZS hiring Data Scientist
Apply link: https://www.linkedin.com/jobs/view/4226874462
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Forwarded from Coding Interview Resources
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Flipkart hiring Data Scientist
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Uber hiring Data Scientist (Product Analytics)
Location: Hyderabad & Bangalore
Apply link: https://www.uber.com/global/en/careers/list/138137/?uclick_id=37269e91-9c24-429a-aa24-5fbd5a7519f7
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Location: Hyderabad & Bangalore
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๐1
IBM hiring Data Scientist
Apply link: https://ibmglobal.avature.net/en_US/careers/JobDetail?jobId=29148&source=WEB_Search_INDIA
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๐ Top 10 Tools Data Scientists Love! ๐ง
In the ever-evolving world of data science, staying updated with the right tools is crucial to solving complex problems and deriving meaningful insights.
๐ Hereโs a quick breakdown of the most popular tools:
1. Python ๐: The go-to language for data science, favored for its versatility and powerful libraries.
2. SQL ๐ ๏ธ: Essential for querying databases and manipulating data.
3. Jupyter Notebooks ๐: An interactive environment that makes data analysis and visualization a breeze.
4. TensorFlow/PyTorch ๐ค: Leading frameworks for deep learning and neural networks.
5. Tableau ๐: A user-friendly tool for creating stunning visualizations and dashboards.
6. Git & GitHub ๐ป: Version control systems that every data scientist should master.
7. Hadoop & Spark ๐ฅ: Big data frameworks that help process massive datasets efficiently.
8. Scikit-learn ๐งฌ: A powerful library for machine learning in Python.
9. R ๐: A statistical programming language that is still a favorite among many analysts.
10. Docker ๐: A must-have for containerization and deploying applications.
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In the ever-evolving world of data science, staying updated with the right tools is crucial to solving complex problems and deriving meaningful insights.
๐ Hereโs a quick breakdown of the most popular tools:
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4. TensorFlow/PyTorch ๐ค: Leading frameworks for deep learning and neural networks.
5. Tableau ๐: A user-friendly tool for creating stunning visualizations and dashboards.
6. Git & GitHub ๐ป: Version control systems that every data scientist should master.
7. Hadoop & Spark ๐ฅ: Big data frameworks that help process massive datasets efficiently.
8. Scikit-learn ๐งฌ: A powerful library for machine learning in Python.
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Forwarded from Data Analyst Jobs
Ebay hiring Associate Manager, Data Science
Apply link: https://jobs.ebayinc.com/us/en/job/EBAEBAUSR0067287EXTERNALENUS/Associate-Manager-Data-Science?utm_source=linkedin&utm_medium=phenom-feeds
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Meesho is hiring Data Scientist ๐
Experience : 1 Year
Location : Bangalore
Apply link : https://meesho.io/jobs/data-scientist--i?id=81b0947f-5a1e-4a51-93d5-bd63d954cf75
Experience : 1 Year
Location : Bangalore
Apply link : https://meesho.io/jobs/data-scientist--i?id=81b0947f-5a1e-4a51-93d5-bd63d954cf75
www.meesho.io
Meesho Careers: undefined
Your chance to reimagine commerce for bharat
StatusNeo is hiring Data Analyst ๐
Experience : 1 Year
Location : Remote ( India )
Apply link : Check out this job at StatusNeo: https://www.linkedin.com/jobs/view/4228760204
Experience : 1 Year
Location : Remote ( India )
Apply link : Check out this job at StatusNeo: https://www.linkedin.com/jobs/view/4228760204
Linkedin
StatusNeo hiring Data Analyst in India | LinkedIn
Posted 7:13:21 AM. About StatusNeo:At StatusNeo, we are committed to redefining the way businesses operate. As aโฆSee this and similar jobs on LinkedIn.
Swiggy is hiring Business Analyst ๐
Experience : 1+ Year
Location : Bangalore
Apply link : Check out this job at Swiggy: https://www.linkedin.com/jobs/view/4228309884
Experience : 1+ Year
Location : Bangalore
Apply link : Check out this job at Swiggy: https://www.linkedin.com/jobs/view/4228309884
Linkedin
Swiggy hiring Business Analyst - Business Finance in Bengaluru, Karnataka, India | LinkedIn
Posted 12:21:55 PM. Ways of Working โ Employees will come to the office twice or thrice a week at their base locationโฆSee this and similar jobs on LinkedIn.
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