Data Science & Machine Learning
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Data Science & Machine Learning
73.9K subscribers
Data Science & Machine Learning
https://deepai.org/machine-learning-glossary-and-terms/deep-learning
DeepAI
Deep Learning
Deep learning is a machine learning method using multiple layers of nonlinear processing units to extract features from data. Find out more on DeepAI.
❤3
2.17K views
Data Science & Machine Learning
https://towardsdatascience.com/what-is-eda-yes-another-post-on-eda-d8b5c06269a9
Medium
What is EDA? Yes, another post on EDA
Make your data beautiful and understandable with EDA libraries, features importance, feature selection, and feature extraction
1.96K views
Data Science & Machine Learning
Instructions to download TensorFlow :
https://www.tensorflow.org/install
TensorFlow
Install TensorFlow 2
Learn how to install TensorFlow on your system. Download a pip package, run in a Docker container, or build from source. Enable the GPU on supported cards.
1.81K views
Data Science & Machine Learning
1) https://github.com/academic/awesome-datascience

2) https://github.com/MrMimic/data-scientist-roadmap

3) https://github.com/tirthajyoti/Data-science-best-resources/blob/master/README.md

4) https://github.com/abhat222/Data-Science--Cheat-Sheet

5) https://github.com/FavioVazquez/ds-cheatsheets

6) https://github.com/jonathan-bower/DataScienceResources

7) https://github.com/rushter/data-science-blogs

8) https://github.com/chaconnewu/free-data-science-books

9) https://github.com/Leo-G/Data-Science-Wiki
GitHub
GitHub - academic/awesome-datascience: :memo: An awesome Data Science repository to learn and apply for real world problems.
:memo: An awesome Data Science repository to learn and apply for real world problems. - academic/awesome-datascience
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2.89K viewsedited  
Data Science & Machine Learning
https://data-flair.training/blogs/learn-python-for-data-science/
DataFlair
Learn Python for Data Science - 9 Essential Steps to become a Python developer - DataFlair
Learn Python for Data Science - Get ready to plan your journey of becoming a Python expert with DataFlair. It involves the steps to learn Python for getting started with Data Science.
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2.78K views
Data Science & Machine Learning
AN INTERESTING DEEP LEARNING PROJECT




https://data-flair.training/blogs/create-emoji-with-deep-learning/
DataFlair
Emojify - Create your own emoji with Deep Learning - DataFlair
Create your own emoji with deep learning. In this deep learning project, we will classify human facial expressions to filter and map corresponding emojis or avatars.
1.78K views
Data Science & Machine Learning
What is your level in data science?
Anonymous Poll
51%
Noob[Don't know much about this field but want to learn from scratch]
3%
Pro level[Expert in this field]
30%
Beginner [Having basic idea from YouTube videos]
14%
Intermediate [Having complete knowledge but not started any project yet]
2%
Advanced [Done many projects]
🥰3
403 voters2.4K views
Data Science & Machine Learning
We have decided to help you in starting your data science journey.
Which language you prefer to watch YouTube videos?
Anonymous Poll
77%
English
6%
Hindi
17%
Mix of English and hindi
396 voters2.47K views
Data Science & Machine Learning
This is a very good hands-on tutorial to learn all the components of web scraping.
https://us.pycon.org/2020/schedule/presentation/72/
❤1😁1
1.94K views
Data Science & Machine Learning
https://ai.facebook.com/blog/deep-learning-to-translate-between-programming-languages
Meta
Deep learning to translate between programming languages
TransCoder is the first self-supervised neural transcompiler system for migrating code between programming languages. It can translate code from Python to C++, for example, and it outperforms rule-based translation programs.
👍1
1.82K views
Data Science & Machine Learning
https://towardsdatascience.com/why-motivation-is-the-key-to-learning-data-science-af6a1c47102b
Medium
Why Motivation is the Key to Learning Data Science
Set the right goals, create your own curriculum and make a roadmap for learning
1.9K views
Data Science & Machine Learning
Data Science & Machine Learning pinned «What is your level in data science?»
Data Science & Machine Learning
Machine learning/Data science
Internship


8k-10k stipend


Apply now

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