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fudo

@0xfud0

Documenting my AI/ML journey from scratch

Katılım Mayıs 2024
56 Takip Edilen3.1K Takipçiler
fudo
fudo@0xfud0·
Day 163 of my AI Journey. Deep Learning Specialization. Course 4 : CNNs, Module 3 : Object Detection Lab : Autonomous Driving Application Car Detection. - Implemented YOLO Non-max Suppression ✅ - YOLO Pretrained model on Images✅
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fudo
fudo@0xfud0·
@Pseudo_Sid26 Same with me I saw some of his videos and I read few pages of his book. I loved the way of his teaching and explanations in his book. I will complete his videos and book atleast one time.
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Siddharth
Siddharth@Pseudo_Sid26·
Joseph Blitzstein has inspired me so much. I haven't read his whole book, but I've watched many of his lectures and he's genuinely one of the most fun people to learn probability and stats from. He makes hard concepts -feel intuitive -keeps things engaging -teaches with a clarity that just clicks. If you're into stats/probability and haven't checked out his Harvard Stat 110 lectures, you're missing out.
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fudo
fudo@0xfud0·
Again I'm telling you. If you want to have strong foundations in math for AI/ML. Start with them. Linear Algebra : Strang's MIT 18.06 videos and his Introduction to Linear Algebra book. Calculus : Professor Leonard videos and reference book James Stewart Calculus Probability : Joseph Blitzstein's Harvard Stat 110 videos and his book Introduction to probability.
Siddharth@Pseudo_Sid26

Joseph Blitzstein has inspired me so much. I haven't read his whole book, but I've watched many of his lectures and he's genuinely one of the most fun people to learn probability and stats from. He makes hard concepts -feel intuitive -keeps things engaging -teaches with a clarity that just clicks. If you're into stats/probability and haven't checked out his Harvard Stat 110 lectures, you're missing out.

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fudo
fudo@0xfud0·
This is the first module in the specialization that I found somewhat challenging. Not because of the mathematics, but due to the complexity of the architectures. ChatGPT helped me understand many of these complex concepts clearly.
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fudo
fudo@0xfud0·
Day 162 of my AI Journey. Deep Learning Specialization. Course 4 : CNNs, Module 3 : Object Detection - Intersection Over Union (IOU) ✅ -Non max Suppression ✅ -Anchor Boxes ✅ -YOLO Algorithm. ✅ -Revised the notes and clarified some doubts Will Do YOLO Lab tomorrow.
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fudo
fudo@0xfud0·
@Rahulzz07 Yes. I'm using the free trail and we have access to every video of the course but not labs. But labs are also freely available on GitHub
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Rahul
Rahul@Rahulzz07·
@0xfud0 Are you using the free trial . If so how will u practice the ones. Does the course contains practice section also??
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fudo
fudo@0xfud0·
Day 161 of my AI Journey. Deep Learning Specialization. Course 4 : CNNs, Module 3 : Object Detection -Object Localization✅ -Landmark Detection✅ -Sliding windows with convolution✅ -Bounding Box predictions✅ Transfer Learning with mobile NET(module 2)✅
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Athrvām
Athrvām@athrvam_·
@0xfud0 well done! Trying to do same here!👏
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Hero Of Justice
Hero Of Justice@herooffjustice·
today's the last exam, I will get back to my studies and project work from tomorrow 👊 Have a beautiful day y'all 🤍✨✨
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fudo
fudo@0xfud0·
Day 160 of my AI Journey. Deep Learning Specialization. Course 4 : CNNs, Module 2 : Deep CNNs Case Studies. -EfficientNet ✅ -Transfer Learning and Data Augmentation in CNNs ✅ -Implemented ResNet Lab ✅
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fudo
fudo@0xfud0·
@Asura1612913 Keep going. Be strong in that module as every concept you see in module 2 is built on top of those foundations like filters, stride, padding etc atb
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Asura@Asura1612913·
@0xfud0 Haha, I am also on the same spot in this course but on module 1 I need to complete this as well.
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fudo
fudo@0xfud0·
Day 159 of my AI Journey. Deep Learning Specialization. Course 4 : CNNs, Module 2 : Deep CNNs Case Studies. Understood the architectures: -LeNET, AlexNet, VGG✅ -ResNet✅ -Inception Networks✅ -MobileNet✅ Ng did an excellent job explaining these concepts intuitively.
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fudo
fudo@0xfud0·
@Pseudo_Sid26 Agreed 💯 Math → ML → AI. ML isn’t mandatory, but it’s the layer that makes everything in AI actually make sense instead of feeling like magic.
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Siddharth@Pseudo_Sid26·
ML is such a fundamental. Like even if you are into AI or agents and stuff, if you know core ML stuff you would enjoy and understand stuff much faster. Obviously without ML too, you can deep dive into AI engineering but with ML, its just the perfect circle.
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fudo
fudo@0xfud0·
Day 158 of my AI Journey. Deep Learning Specialization. Course 4 : CNNs, Module 1 : Foundations of CNN Lab: Convolution Model Application ✅ Revised Linear Algebra (soon will resume ). Will start Module 2 (Deep Convolution Models) from tomorrow.
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fudo
fudo@0xfud0·
@gdavlin Okay. yes it's a unix time stamp but it is very special for this app
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fudo
fudo@0xfud0·
How many of you know what this number means? 1288834974657
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fudo
fudo@0xfud0·
@nikku762 ChatGPT also says CNNs and Sequence (course 4 and 5 in this specialization) will take time. Excited.
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fudo
fudo@0xfud0·
Day 157 of my AI Journey. Deep Learning Speciaization. Course 4 : CNNs, Module 1 : Foundations of CNNs -Simple CNN and Example✅ -Pooling Layers✅ Lab : Convolution model step by step ✅
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Baraedian
Baraedian@baraedian·
@0xfud0 do you learn from andrew course
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fudo
fudo@0xfud0·
@herooffjustice for me...ML community gave you hero who always checks on me if I'm inactive and help restarting my prep
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Hero Of Justice
Hero Of Justice@herooffjustice·
I'm getting more support and opportunities in Robotics as a beginner than I ever got in 3 years of ML 😅
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