Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
Best Laptop Configuration For Learning Machine Learning and Deep Learning
ML Fundamentals
Best Laptop Configuration For Learning Machine Learning and Deep Learning
Krish Naik Intermediate 6y ago
How to Prepare For Data Science Interviews
ML Fundamentals
How to Prepare For Data Science Interviews
Krish Naik Intermediate 6y ago
Construa uma rede neural para executar a classificação (Coding TensorFlow em português)
ML Fundamentals ⚡ AI Lesson
Construa uma rede neural para executar a classificação (Coding TensorFlow em português)
TensorFlow Intermediate 6y ago
Deep Reinforcement Learning for Logistics at Instadeep with Karim Beguir - #302
ML Fundamentals ⚡ AI Lesson
Deep Reinforcement Learning for Logistics at Instadeep with Karim Beguir - #302
The TWIML AI Podcast with Sam Charrington Intermediate 6y ago
Real-World Business Problems Solved by Blockchain
ML Fundamentals
Real-World Business Problems Solved by Blockchain
Coursera Intermediate 6y ago
Build an image classifier (ML Zero to Hero - Part 4)
ML Fundamentals ⚡ AI Lesson
Build an image classifier (ML Zero to Hero - Part 4)
TensorFlow Intermediate 6y ago
The UNCOL Problem - Computerphile
ML Fundamentals ⚡ AI Lesson
The UNCOL Problem - Computerphile
Computerphile Intermediate 6y ago
Adversarial Attacks on Neural Networks - Bug or Feature?
ML Fundamentals
Adversarial Attacks on Neural Networks - Bug or Feature?
Two Minute Papers Intermediate 6y ago
Dynamic Routing Between Capsules
ML Fundamentals
Dynamic Routing Between Capsules
Yannic Kilcher Intermediate 6y ago
Favourite Shortcut Key? (Soundcheck Question) - Computerphile
ML Fundamentals ⚡ AI Lesson
Favourite Shortcut Key? (Soundcheck Question) - Computerphile
Computerphile Intermediate 6y ago
How To Become Expertise in Exploratory Data Analysis
ML Fundamentals
How To Become Expertise in Exploratory Data Analysis
Krish Naik Intermediate 6y ago
Selecting YouTube As A Career Option? Is It Worth?
ML Fundamentals
Selecting YouTube As A Career Option? Is It Worth?
Krish Naik Intermediate 6y ago
How Did I Learn Machine Learning in 3 Months
ML Fundamentals
How Did I Learn Machine Learning in 3 Months
Krish Naik Intermediate 6y ago
Detailed Salary Comparison Between Data Analyst and Data Scientist
ML Fundamentals
Detailed Salary Comparison Between Data Analyst and Data Scientist
Krish Naik Intermediate 6y ago
Kaggle Competition- Dengue or Malaria Prediction Using Transfer Learning VGG19
ML Fundamentals
Kaggle Competition- Dengue or Malaria Prediction Using Transfer Learning VGG19
Krish Naik Intermediate 6y ago
Salary Comparison Between Data Scientist vs Software Engineer
ML Fundamentals
Salary Comparison Between Data Scientist vs Software Engineer
Krish Naik Intermediate 6y ago
Kaggle Competition- Predicting PIMA Diabetes Prediction using Machine Learning
ML Fundamentals
Kaggle Competition- Predicting PIMA Diabetes Prediction using Machine Learning
Krish Naik Intermediate 6y ago
Live Q&A Internship Opportunities
ML Fundamentals
Live Q&A Internship Opportunities
Krish Naik Intermediate 6y ago
Kaggle Competition- Implement A DNA Classifier using NLP
ML Fundamentals
Kaggle Competition- Implement A DNA Classifier using NLP
Krish Naik Intermediate 6y ago
Kaggle Competition- Predict Stock Price Movement Based On News Headline using NLP
ML Fundamentals
Kaggle Competition- Predict Stock Price Movement Based On News Headline using NLP
Krish Naik Intermediate 6y ago
Statistics-Finding Outliers in Dataset using Z- score and IQR
ML Fundamentals
Statistics-Finding Outliers in Dataset using Z- score and IQR
Krish Naik Intermediate 6y ago
Featuring Engineering- How To Handle Ordinal Categories(Ordinal Encoding)
ML Fundamentals
Featuring Engineering- How To Handle Ordinal Categories(Ordinal Encoding)
Krish Naik Intermediate 6y ago
Featuring Engineering- Handle Categorical Features Many Categories(Count/Frequency Encoding)
ML Fundamentals
Featuring Engineering- Handle Categorical Features Many Categories(Count/Frequency Encoding)
Krish Naik Intermediate 6y ago
Skills Required To Become A Data Analyst and a Data Scientist
ML Fundamentals
Skills Required To Become A Data Analyst and a Data Scientist
Krish Naik Intermediate 6y ago
Kaggle Competition- I Used Deep Learning Technique and did the Accuracy Increase? Part 3
ML Fundamentals
Kaggle Competition- I Used Deep Learning Technique and did the Accuracy Increase? Part 3
Krish Naik Intermediate 6y ago
Kaggle Competition - House Prices Regression Techniques(Hyperparameter Tuning)-Part 2
ML Fundamentals
Kaggle Competition - House Prices Regression Techniques(Hyperparameter Tuning)-Part 2
Krish Naik Intermediate 6y ago
Kaggle Competition - House Prices: Advanced Regression Techniques Part1
ML Fundamentals
Kaggle Competition - House Prices: Advanced Regression Techniques Part1
Krish Naik Intermediate 6y ago
Various Roles and Responsibilities in Data Science
ML Fundamentals
Various Roles and Responsibilities in Data Science
Krish Naik Intermediate 6y ago
Live Q&A (Discussion Regarding Upcoming Videos)
ML Fundamentals
Live Q&A (Discussion Regarding Upcoming Videos)
Krish Naik Intermediate 6y ago
Machine Learning Engineer VS Data Scientist
ML Fundamentals
Machine Learning Engineer VS Data Scientist
Krish Naik Intermediate 6y ago
STATISTICS- Chebyshev's InEquality
ML Fundamentals
STATISTICS- Chebyshev's InEquality
Krish Naik Intermediate 6y ago
STATISTICS- Gaussian/ Normal Distribution
ML Fundamentals
STATISTICS- Gaussian/ Normal Distribution
Krish Naik Intermediate 6y ago
STATISTICS- PERCENTILES and QUANTILES
ML Fundamentals
STATISTICS- PERCENTILES and QUANTILES
Krish Naik Intermediate 6y ago
STATISTICS-  Population VS Sample and it's Importance
ML Fundamentals
STATISTICS- Population VS Sample and it's Importance
Krish Naik Intermediate 6y ago
STATISTICS- What are Random Variables and It's Types and its Importance?
ML Fundamentals
STATISTICS- What are Random Variables and It's Types and its Importance?
Krish Naik Intermediate 6y ago
STATISTICS- Variance and Standard Devation
ML Fundamentals
STATISTICS- Variance and Standard Devation
Krish Naik Intermediate 6y ago
Saturday Live Q&A
ML Fundamentals
Saturday Live Q&A
Krish Naik Intermediate 6y ago
Why Python is the Best Programming Language For Machine Learning?
ML Fundamentals
Why Python is the Best Programming Language For Machine Learning?
Krish Naik Intermediate 6y ago
How To Get Data Science Jobs For Freshers
ML Fundamentals
How To Get Data Science Jobs For Freshers
Krish Naik Intermediate 6y ago
Inside TensorFlow: tf.Keras (part 2)
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: tf.Keras (part 2)
TensorFlow Intermediate 6y ago
Online Courses for Data Science Specialization
ML Fundamentals
Online Courses for Data Science Specialization
Krish Naik Intermediate 6y ago
How To Learn Data Science by Self Study and For Free
ML Fundamentals
How To Learn Data Science by Self Study and For Free
Krish Naik Intermediate 6y ago
Do We Require Master OR PHD to Become Data Scientist?
ML Fundamentals
Do We Require Master OR PHD to Become Data Scientist?
Krish Naik Intermediate 6y ago
Answering Your Questions and Some More Updates
ML Fundamentals
Answering Your Questions and Some More Updates
Krish Naik Intermediate 6y ago
Tutorial 2- Deployment of ML models in Heroku using FLASK
ML Fundamentals
Tutorial 2- Deployment of ML models in Heroku using FLASK
Krish Naik Intermediate 6y ago
How To Apply Data Science In Your Domain?
ML Fundamentals
How To Apply Data Science In Your Domain?
Krish Naik Intermediate 6y ago
Important Tools and Libraries Used By Data Scientist
ML Fundamentals
Important Tools and Libraries Used By Data Scientist
Krish Naik Intermediate 6y ago
Inside TensorFlow: tf.Keras (Part 1)
ML Fundamentals ⚡ AI Lesson
Inside TensorFlow: tf.Keras (Part 1)
TensorFlow Intermediate 6y ago
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Introduction to AI for Beginners
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Introduction to AI for Beginners
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Natural Language Processing - Deep Learning Models in Python
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Natural Language Processing - Deep Learning Models in Python
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Deep Learning - Artificial Neural Networks with TensorFlow
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Deep Learning - Artificial Neural Networks with TensorFlow
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Computer Vision Fundamentals with Google Cloud
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Computer Vision Fundamentals with Google Cloud
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Interpretable machine learning applications: Part 3
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Interpretable machine learning applications: Part 3
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