π— π—Ÿ , π——π—Ÿ , 𝗣𝗬𝗧𝗛𝗒𝗑 , π— π—”π—§π—Ÿπ—”π—•
@Technical_coding
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یادگیری Ψ¨Ψ±Ω†Ψ§Ω…Ω‡ Ω†ΩˆΫŒΨ³ΫŒ و Ω†Ψ±Ω… افزار پایΨͺΩˆΩ†
πŸ’»πŸ–₯πŸ“ˆπŸŽ“
Ψ¬Ω‡Ψͺ Ψ§Ψ±ΨͺΨ¨Ψ§Ψ·: @OrgMohrez
Ω„ΫŒΩ†Ϊ© Ϊ©Ψ§Ω†Ψ§Ω„ Ψ§Ψ΅Ω„ΫŒ: https://t.me/Einollahiofficial
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π— π—Ÿ , π——π—Ÿ , 𝗣𝗬𝗧𝗛𝗒𝗑 , π— π—”π—§π—Ÿπ—”π—•
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π— π—Ÿ , π——π—Ÿ , 𝗣𝗬𝗧𝗛𝗒𝗑 , π— π—”π—§π—Ÿπ—”π—•
Ω†Ω…ΩˆΩ†Ω‡ Ψ§Ψ¨Ψ²Ψ§Ψ± Ω‡Ψ§ΫŒ Ω†Ω…Ψ§ΫŒΨ΄ Ω…ΨΉΩ…Ψ§Ψ±ΫŒ Ψ΄Ψ¨Ϊ©Ω‡ Ω‡Ψ§ΫŒ عءبی و Ω…Ψ―Ω„ Ω‡Ψ§ΫŒ دیپ Ω„Ψ±Ω†ΫŒΩ†Ϊ―:
βœ… https://texample.net/tikz/examples/neural-network/
βœ… https://github.com/HarisIqbal88/PlotNeuralNet
βœ… https://github.com/lutzroeder/netron
βœ… https://math.mit.edu/ennui/
βœ… https://tikz.net/neural_networks/
βœ… https://alexlenail.me/NN-SVG/LeNet.html
βœ… https://github.com/martisak/dotnets
βœ… https://github.com/gwding/draw_convnet
βœ… https://github.com/szagoruyko/pytorchviz
βœ… https://github.com/mert-kurttutan/torchview
βœ… https://keras.io/api/utils/model_plotting_utils/
βœ… https://github.com/viscom-ulm/Net2Vis
βœ… https://github.com/mlajtos/moniel
Ψ§Ϊ―Ψ± Ψ§Ψ¨Ψ²Ψ§Ψ±Ω‡Ψ§ΫŒ Ψ―ΫŒΪ―Ω‡ ای Ω‡Ω… برای Ω†Ω…Ψ§ΫŒΨ΄ Ω…ΨΉΩ…Ψ§Ψ±ΫŒ Ψ΄Ψ¨Ϊ©Ω‡ Ω‡Ψ§ΫŒ عءبی Ω…ΫŒΨ΄Ω†Ψ§Ψ³ΫŒΨ― لطفا زیر Ω‡Ω…ΫŒΩ† ΩΎΨ³Ψͺ Ϊ©Ψ§Ω…Ω†Ψͺ Ϊ©Ω†ΫŒΨ―.
#Deep_learning #Neural_Network #DL
#ML #DeepLearning #Data_Analytics #Machine_Learning #DataAnalytics #MachineLearning #DataScience #Data_Science #Model #Algorithm
βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–
β™‘β €        〇⠀         βŽ™β €      ⌲⁣
ʟΙͺᴋᴇ   ᴄᴏᴍᴍᴇɴᴛ   sᴀᴠᴇ   sΚœα΄€Κ€α΄‡

β–Όβ€Œβƒ«β•β€Œβƒ• ⸦𝙹𝙾𝙸𝙽 𝙸𝙽 ⸧͜ β–Όκ―­β€ŒΜΆ ⃀

@Technical_coding πŸ’»
πŸ‘1
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π— π—Ÿ , π——π—Ÿ , 𝗣𝗬𝗧𝗛𝗒𝗑 , π— π—”π—§π—Ÿπ—”π—•
6 FREE Books : Data Science using Python
1. Python Data Science Handbook
Publisher: O'Reilly
πŸ”— HTML: https://jakevdp.github.io/PythonDataScienceHandbook/
πŸ”— PDF:
https://github.com/terencetachiona/Python-Data-Science-Handbook/blob/master/Python%20Data%20Science%20Handbook%20-%20Jake%20VanderPlas.pdf
2. Python for Data Analysis
Publisher: O'Reilly
πŸ”— https://wesmckinney.com/book/
3. Data Science Workshop
Publisher: Packt
πŸ”— https://packtpub.com/free-ebook/the-data-science-workshop-second-edition/9781800566927
4. Elements of Data Science
πŸ”— https://allendowney.github.io/ElementsOfDataScience/
5. Think Bayes
Publisher: O'Reilly
πŸ”— https://allendowney.github.io/ThinkBayes2/
6. Think Stats
Publisher: O'Reilly
❯ v3 (HTML)
https://allendowney.github.io/ThinkStats/
❯ v2 (PDF)
https://greenteapress.com/thinkstats2/thinkstats2.pdf
#Ω‡ΩˆΨ΄_Ω…Ψ΅Ω†ΩˆΨΉΫŒ  #ΨΉΩ„Ω…_Ψ―Ψ§Ψ―
#DataScience #Machine_Learning
βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–
β™‘β €        〇⠀         βŽ™β €      ⌲⁣
ʟΙͺᴋᴇ   ᴄᴏᴍᴍᴇɴᴛ   sᴀᴠᴇ   sΚœα΄€Κ€α΄‡

β–Όβ€Œβƒ«β•β€Œβƒ• ⸦𝙹𝙾𝙸𝙽 𝙸𝙽 ⸧͜ β–Όκ―­β€ŒΜΆ ⃀

@Technical_coding πŸ’»
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π— π—Ÿ , π——π—Ÿ , 𝗣𝗬𝗧𝗛𝗒𝗑 , π— π—”π—§π—Ÿπ—”π—•
Ϋ±Ϋ±Ϋ΅Ϋ° Ψ³ΩˆΨ§Ω„ Ω…Ψ΅Ψ§Ψ­Ψ¨Ω‡β€ŒΩ‡Ψ§ΫŒ Ω…Ψ§Ψ΄ΫŒΩ† Ω„Ψ±Ω†ΫŒΩ†Ϊ―
https://mkareshk.github.io/ml-interview
#یادگیری_Ω…Ψ§Ψ΄ΫŒΩ† #یادگیری_ΨΉΩ…ΫŒΩ‚ #Ω…Ψ΅Ψ§Ψ­Ψ¨Ω‡
#Machine_Learning #interview #ML
βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–
β™‘β €        〇⠀         βŽ™β €      ⌲⁣
ʟΙͺᴋᴇ   ᴄᴏᴍᴍᴇɴᴛ   sᴀᴠᴇ   sΚœα΄€Κ€α΄‡

β–Όβ€Œβƒ«β•β€Œβƒ• ⸦𝙹𝙾𝙸𝙽 𝙸𝙽 ⸧͜ β–Όκ―­β€ŒΜΆ ⃀

@Technical_coding πŸ’»
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π— π—Ÿ , π——π—Ÿ , 𝗣𝗬𝗧𝗛𝗒𝗑 , π— π—”π—§π—Ÿπ—”π—•
MIT's "Machine Learning" lecture notes
PDF: https://introml.mit.edu/_static/spring24/LectureNotes/6_390_lecture_notes_spring24.pdf
#یادگیری_Ω…Ψ§Ψ΄ΫŒΩ†  #Machine_Learning
βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–
β™‘β €        〇⠀         βŽ™β €      ⌲⁣
ʟΙͺᴋᴇ   ᴄᴏᴍᴍᴇɴᴛ   sᴀᴠᴇ   sΚœα΄€Κ€α΄‡

β–Όβ€Œβƒ«β•β€Œβƒ• ⸦𝙹𝙾𝙸𝙽 𝙸𝙽 ⸧͜ β–Όκ―­β€ŒΜΆ ⃀

@Technical_coding πŸ’»
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