Data Science & Machine Learning
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Data Science & Machine Learning
73.9K subscribers
Data Science & Machine Learning
Machine learning/Data science
Internship


8k-10k stipend


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https://angel.co/company/litifer/jobs
2.4K views
Data Science & Machine Learning
TOP 10 SQL Concepts for Job Interview

1. Aggregate Functions (SUM/AVG)
2. Group By and Order By
3. JOINs (Inner/Left/Right)
4. Union and Union All
5. Date and Time processing
6. String processing
7. Window Functions (Partition by)
8. Subquery
9. View and Index
10. Common Table Expression (CTE)


TOP 10 Statistics Concepts for Job Interview

1. Sampling
2. Experiments (A/B tests)
3. Descriptive Statistics
4. p-value
5. Probability Distributions
6. t-test
7. ANOVA
8. Correlation
9. Linear Regression
10. Logistics Regression


TOP 10 Python Concepts for Job Interview

1. Reading data from file/table
2. Writing data to file/table
3. Data Types
4. Function
5. Data Preprocessing (numpy/pandas)
6. Data Visualisation (Matplotlib/seaborn/bokeh)
7. Machine Learning (sklearn)
8. Deep Learning (Tensorflow/Keras/PyTorch)
9. Distributed Processing (PySpark)
10. Functional and Object Oriented Programming


#DataScienceWithDrAngshu #DataScience #Analytics #BigData #MachineLearning #ArtificialIntelligence #Python #SQL #Statistics #DataVisualisation #Experiments #Interview #Job
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2.29K views
Data Science & Machine Learning
Today's free course for limited time
https://www.udemy.com/course/fundamentals-of-machine-learning-hindi/?couponCode=JULYFREEOFFER
Udemy
All-in-One:Machine Learning,DL,NLP,AWS Deply [Hindi][Python]
<p>This course is designed to cover maximum concepts of machine learning a-z. Anyone can opt for this course. No prior understanding of machine learning is required.</p><p><br /></p><p>Bonus introductions include Natural Language Processing and Deep Learning.</p><p><br…
1.83K views
Data Science & Machine Learning
https://www.google.com/amp/s/data-flair.training/blogs/machine-learning-datasets/amp/
DataFlair
70+ Machine Learning Datasets & Project Ideas – Work on real-time Data Science projects - DataFlair
Find machine learning datasets that you will ever need while working on data science project. Get details of dataset with project idea.
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1.83K views
Data Science & Machine Learning
Today's free course for limited time
http://www.udemy.com/course/the-machine-learning-certification-course/?couponCode=SEKA-NOMA
2.23K views
Data Science & Machine Learning
https://www.udemy.com/course/r-programming-training/?ranMID=39197&ranEAID=ZVa%2FfYdMEMA&ranSiteID=ZVa_fYdMEMA-nBuisNVUadHRUHca9Clpcw&LSNPUBID=ZVa%2FfYdMEMA&utm_source=aff-campaign&utm_medium=udemyads&couponCode=R_PROG_UPLATZ
Udemy
R Programming Complete Certification Training
<p>A warm welcome to the <strong>R Programming </strong>course by <strong>Uplatz</strong>.</p><p><br /></p><p><strong>R</strong> is a programming language that provides a wide variety of statistical (linear and nonlinear modelling, classical statistical tests…
❤1
2.19K views
Data Science & Machine Learning
Today's free course [for limited time]
https://www.udemy.com/course/r-programming-course-for-absolute-beginners/?couponCode=WARRANT
Udemy
R Programming For Absolute Beginners
<p><strong>If you have decided to learn R as your data science programming language, you have made an excellent decision!</strong>

  </p><p>R is the most widely used tool for statistical programming. It is powerful, versatile and easy to use. It is the first…
1.61K views
Data Science & Machine Learning
Grab it fast[Free for limited time]
https://www.udemy.com/course/the-machine-learning-course-2020/?couponCode=PRE-P-Q
2.22K views
Data Science & Machine Learning
Free for limited time
https://www.udemy.com/course/advanced-data-science-techniques-in-spss/?ranMID=39197&ranEAID=ZVa%2FfYdMEMA&ranSiteID=ZVa_fYdMEMA-UG9pj0yf5TWRcLYLgS_P.A&LSNPUBID=ZVa%2FfYdMEMA&utm_source=aff-campaign&utm_medium=udemyads&couponCode=WIMBLEDON
Udemy
Advanced Data Science Techniques in SPSS
<p><strong>Become a Top Performing Data Analyst – Take This Advanced Data Science Course in SPSS!</strong>

</p>



<p>Within a few days only you can master some of the most complex data analysis techniques available in the SPSS program. Even if you are…
2.28K views
Data Science & Machine Learning
https://www.udemy.com/course/power-bi-for-data-visualization/?ranMID=39197&ranEAID=%2F7fFXpljNdk&ranSiteID=_7fFXpljNdk-7u0LGME1Dcax94KktDgX5w&LSNPUBID=%2F7fFXpljNdk&utm_source=aff-campaign&utm_medium=udemyads&couponCode=POWER_BI_FREE_3DAYS
Udemy
Power BI for Data Visualization and Analysis
<p>In today’s world, businesses are capturing huge data from various business activities. One can discover lots of precious information, patterns for making effective decisions from this data if you have right tool & right skills. Microsoft Power BI is a…
2.42K views
Data Science & Machine Learning
Today's free course for limited time
https://www.udemy.com/course/applied-machine-learning-in-r/?couponCode=BAUHAUS
Udemy
Applied Machine Learning in R
<p><strong>This course offers you practical training in machine learning, using the R program.</strong> <strong>At the end of the course you will know how to use the most widespread machine learning techniques to make accurate predictions and get valuable…
1.71K views
Data Science & Machine Learning
https://www.udemy.com/course/step-by-step-guide-to-machine-learning-course/?couponCode=FREECOURSEJULY2020
Udemy
Machine Learning- From Basics to Advanced
<p>If you are looking to start your career in <strong>Machine learning</strong> then this is the course for you. </p><p>This is a course designed in such a way that you will learn all the concepts of machine learning right from basic to advanced levels.</p><p>This…
2.4K views
Data Science & Machine Learning
TOP PYTHON PROJECTS WITH SOURCE CODE
Coz it's your time to steal the spotlight 💯🔥🔝🆕



https://data-flair.training/blogs/python-project-ideas/
DataFlair
Best Python Projects for 2025 – Work on Real-time Projects to Head Start Your Career - DataFlair
Work on real-time Python Projects for college students, intermediates and advanced level to boost your career & strengthen your resume
1.9K views
Data Science & Machine Learning
**Today's free course*[Free for limited time]

https://www.udemy.com/course/business-analysis-certification-program-the-tools/?couponCode=96C47C412350F15130D1

https://www.udemy.com/course/analytical-techniques-for-business-analysis-iiba-ecba/?couponCode=7DA3D48577D9EC2E1B93
Udemy
Business Analysis Certification Program - The Tools
<p>The <strong>Business Analysis Certification Program - The Tools</strong> course is aligned with the (Business Analysis Body of Knowledge Guide) BABOK v3 and includes 3 topic-oriented courses that cover the tools part of the Business Analysis Certification…
1.81K viewsedited  
Data Science & Machine Learning
Do you want to learn from books?
Anonymous Poll
76%
Yes
24%
No
282 voters1.83K views
Data Science & Machine Learning
Pingzee Technologies Pvt. Ltd. is hiring Data Science interns on Dockship. Pingzee provides a cloud-based infrastructure to simplify the real-time data engineering to help in building fast, secure and highly scalable real-time solutions.

Participate in Sales Forecasting and EDA Challenge and get a chance to be interviewed for this position. Only limited slots are available.

Apply Now: https://bit.ly/309rREi
1.82K views
Data Science & Machine Learning
Channel name was changed to «Learn data science and Machine Learning»
Data Science & Machine Learning
👩🏻‍💻 Why should one study Linear Algebra for ML?

👉🏼 Clearly, to develop a better intuition for machine learning and deep learning algorithms and not treat them as black boxes. This would allow you to choose proper hyper-parameters and develop a better model. You would also be able to code algorithms from scratch and make your own variations to them as well.

👉🏼 Learn Linear Algebra for Machine Learning with:

Khan Academy: https://www.khanacademy.org/math/linear-algebra

Udacity: https://www.udacity.com/course/linear-algebra-refresher-course--ud953

Coursera: https://www.coursera.org/learn/linear-algebra-machine-learning

Here are some amazing freely available ebooks on the same topic:

Mathematics for Machine Learning: https://mml-book.github.io/book/mml-book.pdf

An Introduction to Statistical Learning: https://faculty.marshall.usc.edu/gareth-james/ISL/

Happy machine learning! 🎉
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2.17K views
Data Science & Machine Learning
https://github.com/jakevdp/PythonDataScienceHandbook
GitHub
GitHub - jakevdp/PythonDataScienceHandbook: Python Data Science Handbook: full text in Jupyter Notebooks
Python Data Science Handbook: full text in Jupyter Notebooks - jakevdp/PythonDataScienceHandbook
1.73K views
Data Science & Machine Learning
Do you want more books recommendations?
Anonymous Poll
27%
No, only provide online courses
73%
Yes, books are great source for learning
251 voters1.67K views
Data Science & Machine Learning
Which step is done just after collecting data?
Anonymous Quiz
10%
Predictive data analysis
21%
Data visualization
69%
Data cleaning
326 voters1.67K views