❤️THE BEST COURSES TO GET STARTED IN ML - All FREE Courses❤️

1) CS50p: Intro to Python
https://t.co/ucm0Jbylq3

2) Machine Learning Coursera
https://t.co/yEi82fj9Yk

3) Deep Learning for coders
https://t.co/fqfKcjpYbd

Automated Machine Learning: Methods, Systems, Challenges amzn.to/3h2qp1j

Metalearning: Applications to Automated Machine Learning and Data Mining amzn.to/3DCcCpI

Programming for Computations - Python: A Gentle Introduction to Numerical Simulations amzn.to/3Nzipks

Python Programming: Your Advanced Guide amzn.to/3UroPER

Machine Learning, Neural And Statistical Classification: Artificial Intelligence amzn.to/3fDIceO

Machine Learning For Absolute Beginners: A Plain English Introduction amzn.to/3sTXDT8

❤️BECOME DTA SCIENCE MASTER FOR FREE - Top FREE Resources❤️

1) Linear Algebra & Statistics
http://khanacademy.org

2) Python & SQL
http://w3schools.com

3) Machine Learning & Deep Learning
http://deeplearning.ai

4) MLOps
http://madewithml.com

5) Practice
http://Kaggle.com

❤️TOP 10 DATA SCIENCE INTERNSHIPS - To Apply Today!❤️

1) Machine Learning Intern at Corizo
https://in.linkedin.com/jobs/view/machine-learning-intern-at-corizo-3341091867?refId=XaAu2%2FVkTHR0O06oSqHOFQ%3D%3D&trackingId=8j2xs7ct%2F8GOiDr8kX8mEw%3D%3D&position=5&pageNum=0&trk=public_jobs_jserp-result_search-card


2) Machine Learning Training + Intern at Teachnook
https://in.linkedin.com/jobs/view/machine-learning-training-%2B-intern-at-teachnook-3335918639?refId=XaAu2%2FVkTHR0O06oSqHOFQ%3D%3D&trackingId=bN4YNaxNJW3A8%2Bp8QTVXpw%3D%3D&position=7&pageNum=0&trk=public_jobs_jserp-result_search-card

3) Machine Learning Trainee at MedTourEasy
https://in.linkedin.com/jobs/view/machine-learning-trainee-at-medtoureasy-3313528977?refId=uAWY8vr%2FUlMg5JsJsHxbzg%3D%3D&trackingId=rSjUGy6zoEk14dJ7t1y2Dg%3D%3D&trk=public_jobs_similar-jobs

4) Data Scientist Intern – Machine Learning and Algorithms (Risk Management) at Binance
https://in.linkedin.com/jobs/view/data-scientist-intern-machine-learning-and-algorithms-risk-management-at-binance-3311060289?refId=uAWY8vr%2FUlMg5JsJsHxbzg%3D%3D&trackingId=qHMUw59gFplFGAT0YHzH%2FA%3D%3D&trk=public_jobs_similar-jobs

5) Artificial Intelligence/Machine Learning Development Internship at Indian Institute Of Technology, Bombay
https://internshala.com/internship/detail/artificial-intelligence-machine-learning-development-internship-in-mumbai-at-indian-institute-of-technology-bombay1666352808

6) Machine Learning Internship at Suvidha Foundation
https://internshala.com/internship/detail/machine-learning-work-from-home-job-internship-at-suvidha-foundation1667406759

7) Machine Learning Internship at Society For Health And Medical Technology
https://internshala.com/internship/detail/machine-learning-work-from-home-job-internship-at-society-for-health-and-medical-technology1667367603

8) Machine Learning Mentorship/Internship at Codersarts
https://internshala.com/internship/detail/machine-learning-mentorship-work-from-home-job-internship-at-codersarts1667370336

9) Machine Learning Internship at KUKbit Software Lab
https://internshala.com/internship/detail/machine-learning-work-from-home-job-internship-at-kukbit-software-lab1667018887

10) Machine Learning Internship at OtakuKart
https://internshala.com/internship/detail/machine-learning-work-from-home-job-internship-at-otakukart1667146171

❤️GET DATA SCIENCE REMOTE JOBS THAT PAYS UPTO $150K! - Apply Today!❤️

1) Decentral, US
https://t.co/c7BcEoQfo5

2) Weights & Biases, US
https://t.co/o2ypriYZZH

3) Neo Cybernetica
https://t.co/uxHx1eEPea

4) Generally Intelligent
https://t.co/GjCZ3YMqTK

5) Light, Europe
https://t.co/r8DeAkO0EY

6) Paleo
https://t.co/gL5mvueLYh

7) Growthday, US
https://t.co/U0BxfBQHQJ

❤️TOP 10 TRENDING KAGGLE DATASETS - For Amazing Projects!❤️

1) Video Game Sales by Genre
https://www.kaggle.com/datasets/stetsondone/video-game-sales-by-genre

2) Amazon Reviews on Women Dresses
https://www.kaggle.com/datasets/whenamancodes/amazon-reviews-on-women-dresses

3) Diets, Recipes And Their Nutrients
https://www.kaggle.com/datasets/thedevastator/healthy-diet-recipes-a-comprehensive-dataset

4) Football Transfer window from July to September
https://www.kaggle.com/datasets/mohamedsiika/football-transfer-window-from-july-to-september

5) ONU Sustainability of Countries Development
https://www.kaggle.com/datasets/vittoriogiatti/unsdg-united-nations-sustainable-development-group

6) Formula One
https://www.kaggle.com/datasets/thedevastator/formula-one-racing-a-comprehensive-data-analysis

7) Twitter | Stock Market Analysis | Founding Years
https://www.kaggle.com/datasets/whenamancodes/twitter-stock-market-analysis-founding-years

8) Amazon Diwali Sales 2K22
https://www.kaggle.com/datasets/adityak957/amazon-diwali-sales-2k22

9) List of largest companies in India in 2022
https://www.kaggle.com/datasets/dheerajmukati/2022-forbes-list-dataset

10) Global Air Pollution Dataset
https://www.kaggle.com/datasets/hasibalmuzdadid/global-air-pollution-dataset

❤️WEBSITES TO FIND DATA SCIENCE RPOJECTS (100+) - With Source Code❤️


1) 16 Data Science Projects with Source Code to Strengthen your Resume (Python/R) – Kaggle
https://www.kaggle.com/general/217499

2) Top 15 Data Science Projects With Source Code – Interviewbit
https://www.interviewbit.com/blog/data-science-projects/

3) 20 Data Science Projects with Source Code for Beginners – Dataquest
https://www.dataquest.io/blog/20-data-science-projects-with-source-code-for-beginners/

4) 20 Data Science Projects with Source Code for Beginners – projectpro
https://www.projectpro.io/article/15-data-science-projects-for-beginners-with-source-code/343

5) Top 10 GitHub Data Science Projects with Source Code in Python – omenda
https://omdena.com/blog/github-data-science-projects/

6) Top 35 Data Science Projects with Source Code – interview query
https://www.interviewquery.com/p/data-science-projects-with-source-code

❤️TOP 13 ML COURSES ON YOUTUBE 2023 - Most Recent & Best❤️


1) Stanford CS229: Machine Learning
https://t.co/cMLzvsdIcT

2) Making Friends with Machine Learning
https://t.co/LiujYMWFbT

3) Neural Networks: Zero to Hero
https://t.co/WaYzmyHYKU

4) MIT: Deep Learning for Art, Aesthetics, and Creativity
https://t.co/cANOWM1M2B

5) Stanford CS230: Deep Learning (2018)
https://t.co/F1jBHejS5k

6) Applied Machine Learning (Cornell Tech CS 5787, Fall 2020)
https://t.co/2znEMgrJvf

7) Practical Deep Learning for Coders 2022
https://t.co/xTg00k7wrt

8) Practical Deep Learning for Coders 2022 - Part 2
https://t.co/82AHonifNK

9) ML with graphs
https://t.co/hkgfoFoB9O

10) Probabilistic Machine Learning — Philipp Hennig, 2021
https://t.co/Z76gVxeI3d

11) Deep Unsupervised Learning -- Berkeley Spring 2020
https://t.co/ywkSKC5r5w

12) Foundation Models
https://t.co/owLqaDXAwj

13) Stanford CS25 - Transformers United
https://t.co/nkTtSCG854

Download using the following link:

🔗https://usd-msads.github.io/interviews.pdf

❤️TOP 05 DATA ANALYTICS COURSES - Best for 2023❤️


1) Google Data Analytics Professional Certificate
https://www.learndatasci.com/out/coursera-google-data-analytics-professional-certificate/

2) Become a Data Analyst
https://www.learndatasci.com/out/linkedin-learning-become-data-analyst/

3) Excel Skills for Data Analytics and Visualization Specialization
https://www.learndatasci.com/out/coursera-excel-skills-data-analytics-and-visualization-specialization/

4) Data Analyst in R
https://www.learndatasci.com/out/dataquest-data-analyst-r/

5) Business and Data Analysis with SQL
https://www.learndatasci.com/out/skillshare-business-and-data-analysis-sql/

Click on the link below to download 👇

🔗https://library.samdu.uz/files/81c7088cac44ec7270c8a01190f07280_Hands-On%20Deep%20Learning%20for%20%20Images%20with%20TensorFlow.pdf

❤️ROADMAPS FOR DATA ANALYTICS, DS, ML, DL & PYTHON - For 2023❤️


1) Data Analytics Roadmap
https://lnkd.in/gv_gWtNj

2) Data Science Roadmap
https://www.kaggle.com/getting-started/172246

3) Python Roadmap
https://roadmap.sh/python

4) ML Engineer Roadmap
https://www.kaggle.com/getting-started/174107

5) deep Learning Roadmap
https://i.am.ai/roadmap/#note

❤️Top 06 Data Science Hackathon Platforms - with Active Challenges❤️


1) MachineHack
https://machinehack.com/hackathons

2) Kaggle
https://www.kaggle.com/competitions

3) HackerEarth
https://www.hackerearth.com/challenges/

4) DataHack
https://datahack.analyticsvidhya.com/

5) DrivenData
https://www.drivendata.org/competitions/

6) Techgig
https://www.techgig.com/challenge