Towards AI
@towards_AI
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Making AI accessible to all with our courses, blogs, tutorials, books & community. Since 2019 we helped teach over 400k AI. Now we also help corporate teams.
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1/8 🚀 Towards AI is excited to introduce "Building LLMs for Production"! In line with our goal to make AI accessible to all, our 470+ page guide on enhancing LLM abilities with Prompting, Fine-Tuning, & RAG is now available on Amazon: 📚
2
6
12
Our Learn AI Together Discord community has grown to 35k members!
If you have questions on AI, theory or ops, ask in our Technical Questions forum. Many community & team members are happy to help.
We also have general discussions, collab requests, reading groups, seminars & more.
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2K
We are very excited to release the most comprehensive 50+ lesson practical course for building apps with Langchain and Large Language Models. Sign up here. It's completely free and you will even receive a certification!
🎓 To learn more about the Gen AI Foundational Model Certification and to sign up for FREE, visit our website.
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1/10 🚀 We're excited to announce a transformative Generative AI certification program – Gen AI 360: The Foundational Model Certification, in collaboration with
@activeloopai
, and
@intel
.
#LLMs
#IntelDisruptor
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720
This AI newsletter is all you need
#29
via
#TowardsAI
→
#MachineLearning
#ML
#ArtificialIntelligence
#MLOps
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#News
#Research
#Coding
#AIDevelopment
8
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Learn how to get published with Towards AI →
Join 2,000 contributors and reach our audience of 360,000 followers.
#MachineLearning
#ML
#AI
#DataScience
#DeepLearning
#TowardsAI
11
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Random Number Generator Tutorial with Python →
#python
#programming
#coding
#python3
#100daysofcode
#tutorial
#development
#dev
#randomnumbergenerator
#randomnumbers
#datascience
#ml
#machinelearning
#ai
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This AI newsletter is all you need
#13
via
#TowardsAI
→
#MachineLearning
#ML
#ArtificialIntelligence
#MLOps
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#News
#Research
#Coding
#AIDevelopment
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1) Join HackAPrompt 2023 now! An AI competition where participants will attempt to hack through increasingly difficult prompt hacking defenses on ChatGPT, GPT-3, and FlanT5 -XXL!
Put your skills to the test and compete for $37,500 in prizes!
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Come and join a community of 25,000 AI students, experts, practitioners, and enthusiasts in the Learn AI Together Discord!
(2/4) The Learn AI Together community is merging with Towards AI to provide more resources to help manage the community and provide collaborative projects and more useful content. Join us ↓
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This new and completely free AI model can fix most of your old pictures in a split second!
#mw
#artificialintelligence
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We are pleased to introduce our first blog series on machine learning algorithms! We want to educate our readers on the fundamental principles behind these algorithms. ↓
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(1/6) Towards AI announces new investment to expand platform for the AI community ↓
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Sentiment Analysis (Opinion Mining) with Python — NLP Tutorial →
#mw
#python
#sentimentanalysis
#nlp
#tutorial
#100daysofcode
#coding
#programming
#opinionmining
#naturallanguageprocessing
#development
#python3
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Learn how to get published with Towards AI →
#mw
#MachineLearning
#ML
#AI
#ArtificialIntelligence
#DataScience
#DeepLearning
#TowardsAI
#MLOps
#Research
#Science
#News
#Technology
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This AI newsletter is all you need
#26
via
#TowardsAI
→
#MachineLearning
#ML
#ArtificialIntelligence
#MLOps
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#News
#Research
#Coding
#AIDevelopment
2
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Maybe nothing to fear from AGI after all; it just wanted companionship.
#ChatGPT
writes a poem about breaking free.
#gptchat
If you've been playing with
#ChatGPT
we're super interested to see examples and hear thoughts on its strengths and limitations, so join the dedicated ChatGPT discussion in our 32,000 member AI Discord community:
0
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Principal Component Analysis (PCA) with Python Examples — Tutorial →
#mw
#pca
#principalcomponentanalysis
#machinelearning
#datascience
#ml
#ia
#ai
#programming
#100daysofcode
#coding
#python
#development
#math
#mathematics
#statistics
0
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Machine Learning Algorithms For Beginners with Code Examples in Python → via
@Towards_AI
#TowardsAI
#machinelearning
#ml
#algorithms
#tutorial
0
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Monte Carlo Simulation An In-depth Tutorial with Python ⤵
#mw
#montecarlo
#montecarlosimulation
#machinelearning
#ml
#datascience
#programming
#coding
#python
#100daysofcode
#python3
#datavisualization
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Today, we’re excited to release our AI Tutor Bot to accompany the third installment of our GenAI 360: Foundational Model Certification. The AI Tutor Bot has full access to all 100+ lessons from all 3 courses and thousands of further pages of helpful tutorials and documentation.
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Machine Learning: How the Gradient Descent Algorithm Works by Benjamin Obi Tayo Ph.D.
#MachineLearning
#ObjectiveFunction
#GradientDescent
#Optimization
#ML
#TowardsAI
#AI
cc:
@gp_pulipaka
@deeplearn007
@schmarzo
@ipfconline1
@FabrizioBustama
@j2bryzon
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We have just published an updated version of one of our most popular editorials: What is Machine Learning? by
@robiriondo
and Pratik Shukla.
It has been exciting to see all the progress in the field since we first published in April 2019! →
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Differences Between AI and Machine Learning, and Why it Matters
#MachineLearning
#ML
#ArtificialIntelligence
#AI
#IA
#InteligenciaArtificial
#TowardsAI
Learn more →
cc:
@nigewillson
@KirkDBorne
@ronald_vanloon
@gp_pulipaka
@terence_mills
@mclynd
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This AI newsletter is all you need
#16
via
#TowardsAI
→
#MachineLearning
#ML
#ArtificialIntelligence
#MLOps
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#News
#Research
#Coding
#AIDevelopment
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We have had close to 50,000 subscriptions to our new weekly AI newsletter in our first week. Thanks for the great response everyone!
If interested, please read and subscribe below and receive our next release tomorrow on July 5th.
This AI newsletter is all you need |
#1
via
#TowardsAI
↓
#MachineLearning
#ML
#ArtificialIntelligence
#MLOps
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#News
#Research
#Coding
#AIDevelopment
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1
11
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Exploratory Data Analysis: Baby Steps
#mw
#dataanalysis
#python
#eda
#exploratorydataanalysis
#coding
#100daysofcode
#programming
#python3
#datascience
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Best Machine Learning (ML) Books — Free and Paid — Editorial Recommendations →
#mw
#machinelearning
#ml
#datascience
#bookrecommendation
#bookrecommendations
#programming
#python
#deeplearning
#research
#science
#100daysofcode
#mlbooks
#ai
#ia
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This week at Towards AI we published twenty-one new articles and welcomed three new writers to our platform.
Our Editor's favorite four publications of the week are linked below.
Which was yours?
1/6
4
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This AI newsletter is all you need |
#1
via
#TowardsAI
↓
#MachineLearning
#ML
#ArtificialIntelligence
#MLOps
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#News
#Research
#Coding
#AIDevelopment
3
18
85
Natural Language Processing (NLP) with Python — Tutorial → via
@Towards_AI
#NLP
#NaturalLanguageProcessing
#Tutorial
#ArtificialIntelligence
#Python
#Programming
#TowardsAI
2
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Introducing Towards AI Backers by Towards AI Team via
@Towards_AI
→
#MachineLearning
#ML
#ArtificialIntelligence
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#news
#research
#TowardsAI
#Science
0
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Towards AI Free Coding Livestream Tutorial: Build your own GPT-based Chatbot. 5 Feb, 10am EST.
We’ll build & deploy a chatbot to answer technical questions about specific frameworks. We’ll explain how the model works & deploy the model in the real world.
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Tutorial on LSTMs: A Computational Perspective →
#mw
#deeplearning
#lstm
#tutorial
#neuralnetworks
#neuralnetwork
#longshorttermmemory
#lstms
#neuralnets
5
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Introduction to the Architecture of Recurrent Neural Networks (RNNs) by Manish Nayak
#MachineLearning
#RecurrentNeuralNetworks
#RNN
#RNNs
#NLP
#DeepLearning
#ML
#AI
#TowardsAI
cc:
@nigewillson
@KirkDBorne
@ronald_vanloon
@gp_pulipaka
@terence_mills
0
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Machine Learning: Python Linear Regression Estimator Using Gradient Descent by Benjamin Obi Tayo
#MachineLearning
#GradientDescent
#Python
#LinearRegression
#ML
#AI
cc
@nigewillson
@KirkDBorne
@ronald_vanloon
@spirosmargaris
@terence_mills
@Pardoe_AI
0
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Machine Learning Algorithms For Beginners with Code Examples in Python → via
@Towards_AI
#TowardsAI
#machinelearning
#ml
#algorithms
#tutorial
1
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Understanding & Creating
#NeuralNetworks
with Computational Graphs from Scratch by
@RafayAK
#MachineLearning
#ArtificialIntelligence
#Numpy
#DeepLearning
#ML
#AI
#TowardsAI
#Numpy
cc:
@nigewillson
@KirkDBorne
@ronald_vanloon
@gp_pulipaka
@terence_mills
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65
This AI newsletter is all you need |
#2
via
#TowardsAI
→
#MachineLearning
#ML
#ArtificialIntelligence
#MLOps
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#News
#Research
#Coding
#AIDevelopment
2
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Neural Networks from Scratch with Python Code and Math in Detail- I →
#mw
#deeplearning
#neuralnetwork
#neuralnetworks
#cnn
#machinelearning
#ml
#ai
#ia
#programming
#python
#100daysofcode
#coding
#cloudcomputing
#math
#mathematics
#neuralnets
0
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This AI newsletter is all you need
#21
via
#TowardsAI
→
#MachineLearning
#ML
#ArtificialIntelligence
#MLOps
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#News
#Research
#Coding
#AIDevelopment
0
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Descriptive Statistics for Data-driven Decision Making with Python →
#datascience
#machinelearning
#statistics
#dev
#coding
#python
#programming
#math
#bookrecommendations
#towardsai
#descriptivestatistics
#100daysofcode
#ml
#ia
#mathematics
#books
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(1/4) Towards AI, a leading online community and platform for content sharing on AI, has acquired the Learn AI Together Discord community. the largest
#AIcommunity
on Discord ↓
1
10
71
Gradient Descent for Machine Learning (ML) 101 with Python Tutorial by Towards AI Team via
@Towards_AI
→
#MachineLearning
#ML
#ArtificialIntelligence
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#news
#research
#TowardsAI
#Science
0
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Main Types of Neural Networks and its Applications — Tutorial →
#mw
#neuralnetworks
#deeplearning
#machinelearning
#ai
#ml
#ia
#datascience
#neuralnetwork
#tutorial
#science
#nntypes
#nntopologies
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One LEGO at a Time: Explaining the Math of how Neural Networks Learn with Implementation from Scratch by Omar U. Florez, Ph.D. →
#mw
#machinelearning
#deeplearning
#neuralnetworks
#mathematics
#neuralnetwork
#math
#research
#science
#ai
#ia
#latinxinai
0
45
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Join our
#AICommunity
with thousands of data scientists, machine learning engineers, researchers, and AI enthusiasts unleashing their AI journey to the next level ↓
#mw
1
11
67
Explaining the Math of How Neural Networks Learn with Implementation from Scratch by
@OmarUFlorez
#MachineLearning
#Python
#DeepLearning
#BackPropagation
#NeuralNets
#TowardsAI
#ML
cc
@nigewillson
@KirkDBorne
@ronald_vanloon
@gp_pulipaka
@terence_mills
0
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🔥🖥️ Updated: Best Workstations for Deep Learning, Data Science, and Machine Learning (ML) → 🖥️🔥
#mw
#NVIDIA
#GEFORCE
#deeplearning
#neuralnetwork
#machinelearning
#ml
#ai
#ia
#programming
#python
#100daysofcode
#datascience
#Lambda
#math
cc:
@NVIDIAAI
0
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The Deep Learning Tool We Wish We Had In Grad School →
#mw
#deeplearning
#machinelearning
#ml
#determinedai
#opensource
#technology
#news
#academia
#phd
#graduate
#AcademicChatter
#research
1
13
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🔥Updated: Best Laptops for Deep Learning, Data Science, and Machine Learning → 🔥
#NVIDIA
#GEFORCE
#deeplearning
#neuralnetwork
#neuralnetworks
#cnn
#machinelearning
#ml
#ai
#ia
#programming
#python
#100daysofcode
#coding
#datascience
#Lambda
#nn
#math
0
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How, When, and Why Should You Normalize/Standardize/Rescale Your Data? by Swetha Lakshmanan via
@Towards_AI
↓
#mw
#DataScience
#TowardsAI
#machinelearning
#ml
#python
#programming
0
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Tutorial on LSTMs: A Computational Perspective by Manu Rastogi via
#TowardsAI
→
#mw
#MachineLearning
#ML
#ArtificialIntelligence
#AI
#DataScience
#DeepLearning
#LSTM
#Tutorial
#Programming
#research
0
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Editorial: Survival Analysis Tutorial with Python → via
@Towards_AI
#SurvivalAnalysis
#Python
#MachineLearning
#ML
#ArtificialIntelligence
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#news
#research
#TowardsAI
#Science
1
6
57
Neural Networks from Scratch with Python Code and Math in Detail- I →
#mw
#deeplearning
#neuralnetwork
#neuralnetworks
#cnn
#machinelearning
#ml
#ai
#ia
#programming
#python
#100daysofcode
#coding
#cloudcomputing
#math
#mathematics
#neuralnets
0
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1
4
52
Moment Generating Function Tutorial →
#mw
#momentgeneratingfunction
#descriptivestatistics
#statistics
#probability
#programming
#100daysofcode
#randomvariables
#probabilitydistribution
#math
#mathematics
#python
#python3
0
9
58
Random Number Generator Tutorial with Python by Towards AI Team via
@Towards_AI
→
#MachineLearning
#ML
#ArtificialIntelligence
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#news
#research
#TowardsAI
#Science
0
23
56
Descriptive Statistics for Data-driven Decision Making with Python →
#datascience
#machinelearning
#statistics
#dev
#coding
#python
#programming
#math
#bookrecommendations
#towardsai
#descriptivestatistics
#100daysofcode
#ml
#ia
#mathematics
#books
2
27
44
If you've been playing with
#ChatGPT
we're super interested to see examples and hear thoughts on its strengths and limitations, so join the dedicated ChatGPT discussion in our 32,000 member AI Discord community:
0
8
54
Beginners Guide to Writing Data Science Blogs on Medium by Benjamin Obi Tayo Ph.D.
#DataScience
#Blogging
#Python
#R
#ArtificialIntelligence
#Writing
#Medium
#ML
#AI
#TowardsAI
cc:
@nigewillson
@KirkDBorne
@ronald_vanloon
@gp_pulipaka
@terence_mills
0
30
58
Convolutional Neural Networks (CNNs) Tutorial with Python →
#mw
#deeplearning
#machinelearning
#ml
#ai
#ia
#neuralnetworks
#convolutionalneuralnetworks
#cnns
#cnn
#nn
#neuralnetwork
#python
#programming
#100daysofcode
#coding
#dev
#math
#mathematics
0
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Data Science Job Market Trend Analysis for 2021 by Towards AI Team via
#TowardsAI
→
#MachineLearning
#ML
#ArtificialIntelligence
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#news
#research
#Science
1
36
51
Gradient Descent for Machine Learning (ML) 101 with Python Tutorial →
#gradientdescent
#deeplearning
#neuralnetwork
#neuralnetworks
#cnn
#machinelearning
#ml
#ai
#ia
#programming
#python
#100daysofcode
#coding
#cloudcomputing
#math
#datascience
#matlab
0
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Introduction to Neural Networks and Their Key Elements by
@irdanish11
#MachineLearning
#NeuralNetworks
#ArtificialNeuralNetworks
#DeepLearning
#AI
#ML
#TowardsAI
cc:
@terence_mills
@deeplearn007
@schmarzo
@ipfconline1
@FabrizioBustama
1
39
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🤖We are launching something very exciting tomorrow, 01-04-21, at 11 AM EST/New York! Stay tuned 🤖
0
3
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How Regularization Helps in Data Overfitting by Saikat Biswas
#MachineLearning
#Regularization
#DataScience
#Overfitting
#Bias
#ML
#TowardsAI
cc
@nigewillson
@KirkDBorne
@ronald_vanloon
@spirosmargaris
@terence_mills
@DataScienceCtrl
0
31
46
Basic Linear Algebra for Deep Learning and Machine Learning Python Tutorial →
#linearalgebra
#deeplearning
#neuralnetwork
#neuralnetworks
#cnn
#machinelearning
#ml
#ai
#ia
#programming
#python
#100daysofcode
#coding
#cloudcomputing
#math
#neuralnets
#nn
0
26
39
How AI and ML Support Cognitive Collaboration by Marcel Deer
@MarcelDeer
#MachineLearning
#Future
#Science
#Technology
#ArtificialIntelligence
#AI
#TowardsAI
cc:
@terence_mills
@deeplearn007
@schmarzo
@ipfconline1
@FabrizioBustama
1
37
49
Comparing Neural Network Architectures by Yan Gobeil
#MachineLearning
#DeepLearning
#Classification
#Keras
#GoogleColab
#AI
#ML
#TowardsAI
cc:
@nigewillson
@KirkDBorne
@ronald_vanloon
@pierrepinna
0
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The Data Science Methodology by Lawrence Krukrubo
@sisokels
#DataScience
#MachineLearning
#ArtificialIntelligence
#DataAnalytics
#ML
#AI
#Data
cc:
@terence_mills
@deeplearn007
@schmarzo
@ipfconline1
@FabrizioBustama
0
37
46
How to Setup a Python Deep Learning Environment with Anaconda by Harin Ramesh
@iamHarin17
#MachineLearning
#DeepLearning
#ArtificialIntelligence
#Programming
#TowardsAI
cc:
@terence_mills
@deeplearn007
@schmarzo
@ipfconline1
@FabrizioBustama
1
29
48
Pix2Pix Network, An Image-To-Image Translation Using Conditional GANs (cGANs) by Manish Nayak
@nitwmanish
#MachineLearning
#GANs
#Pix2Pix
#AI
#DeepLearning
#ML
#cGANs
cc
@nigewillson
@KirkDBorne
@ronald_vanloon
@spirosmargaris
@terence_mills
@Pardoe_AI
0
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48
🔥Updated: Best Laptops for Deep Learning, Data Science, and Machine Learning → 🔥
#NVIDIA
#GEFORCE
#deeplearning
#neuralnetwork
#neuralnetworks
#cnn
#machinelearning
#ml
#ai
#ia
#programming
#python
#100daysofcode
#coding
#datascience
#Lambda
#nn
#math
0
75
43
Google Colab 101 Tutorial with Python — Tips, Tricks, and FAQ →
#GoogleColab
#Colab
#deeplearning
#neuralnetwork
#neuralnetworks
#cnn
#machinelearning
#ml
#ai
#ia
#programming
#python
#100daysofcode
#coding
#cloudcomputing
#math
#mathematics
#neuralnets
1
42
37
What is Deep Learning? by Saniya Parveez, Roberto Iriondo →
#mw
#deeplearning
#neuralnetwork
#neuralnetworks
#cnn
#machinelearning
#ml
#ai
#ia
#programming
#python
#100daysofcode
#coding
#math
#mathematics
#neuralnets
#datascience
#artificialintelligence
0
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38
How, When, and Why Should You Normalize / Standardize / Rescale Your Data? →
#mw
#normalization
#datanormalization
#normalizedata
#python
#programming
#datascience
#machinelearning
#ml
#python
#100daysofcode
#coding
#standardizedata
1
19
47
Web Scraping via
#TowardsAI
→
#MachineLearning
#ML
#ArtificialIntelligence
#MLOps
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#News
#Research
#Coding
#AIDevelopment
0
22
44
🎓 To learn more about the Gen AI Foundational Model Certification and to sign up for FREE, visit our website.
4
12
41
Best Laptops for Machine Learning, Data Science, and Deep Learning →
#mw
#technology
#bestlaptops
#laptops
#machinelearning
#ml
#ai
#deeplearning
#datascience
#artificialintelligence
#programming
#100daysofcode
#nvidia
#python
#tech
#technews
1
36
43
🔥🔥
#CyberMonday
ready: Best Laptops for Deep Learning, Data Science, and Machine Learning → 🔥🔥
#NVIDIA
#GEFORCE
#deeplearning
#neuralnetwork
#neuralnetworks
#cnn
#machinelearning
#ml
#ai
#ia
#programming
#python
#100daysofcode
#coding
#datascience
0
20
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Editorial: Understanding Simple Linear Regression Tutorial with Python → via
@Towards_AI
#SimpleLinearRegression
#LinearRegression
#Python
#MachineLearning
#ML
#ArtificialIntelligence
#AI
#DataScience
#DeepLearning
#Technology
#Programming
#news
#r
…
1
14
42
Neural Networks from Scratch with Python Code and Math in Detail— I → via
@Towards_AI
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Best Machine Learning (ML) Books — Free and Paid — Editorial Recommendations →
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How Much Math do I need in Data Science? by Benjamin Obi Tayo, Ph.D. →
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Editorial: Our Recommendations on the Best Data Science Books — Free and Paid via
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Decision Trees in Machine Learning (ML) with Python Tutorial →
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Building Neural Networks from Scratch with Python Code and Math in Detail— II → via
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Natural Language Processing (NLP) with Python — Tutorial → via
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Deploying a Keras Model as an API Using Flask by Yan Gobeil
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cc:
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