Machine Learning
1297 Threads
10 machine learning questions you should be able to answer. I started experimenting with a questionnaire before interviewing candidates. Applicants submit a video or written answe...
FIVE Python Functions a beginner should know about before starting Machine Learning or Data Science π§΅π https://t.co/yZTjZZc7Mk
Here are 5 Machine Learning projects from which a beginner should start. π§΅π https://t.co/i32XDbXhA2
I am really frustrated with ML papers omitting previous works. It happens so frequently, that it has started to take a toll on my mental health. Today a student pointed me to a p...
8 Best and FREE Ebooks For Beginners to learn #MachineLearning and Data Science and find a Job A Thread π§΅
Survey papers are my top recommendation to start getting familiar with the field of machine learning and NLP. They are useful for me as a researcher and as someone that's passiona...
A new disease 'X' has been identified in a region, fatal enough to kill a patient if not treated. A team of engineers develop a machine learning model to predict if someone has th...
Let me share with you 3 definitions of what Machine Learning is: 1β£ ML is the field of study that gives computers the ability to learn without being explicitly programmed. (Arthur...
I just went through 200+ applications for a machine learning position. I think I figured out what works and doesn't in a resume. Here are a few tips.
Machine learning superpower: Be the one that makes better predictions. I can teach you how to do this by putting 2+ models together. Thread: beginner-friendly introduction to Ens...
The 4 stages of a machine learning project lifecycle: 1. Project scoping 2. Data definition and preparation 3. Model training and error analysis 4. Deployment, monitoring, and mai...
Many online courses are useless. They will not get you anywhere. But there are gems out there. Here is a curated list that will help you build a machine learning career without p...
Laurus Labs : A Visual Story I am a Data Science / Machine Learning developer by profession and data along with finance are my two areas of competence. I realize how powerful com...
5 courses in Coursera to become a Machine Learning engineer: 1. Machine Learning 2. Deep Learning Specialization 3. TensorFlow Developer Professional Certificate 4. TensorFlow: Ad...
This is quite interesting. I am a huge champion of "iterate on the data, not the model." However after further thought, I think there is actually greater opportunity to create aca...
Machine Learning has transformed many industries, from banking, healthcare, production, streaming, to autonomous vehicles. Here are examples of how that is happeningπ
This is my ultimate 10-step guide to get into Machine Learning: Step 1: Know your goal. What do you want to do? - Do you want to build a website that uses Machine Learning? - Do yo...
A store owner recently noticed an alarmingly high rate of shoplifting. He develops a machine learning model that predicts if a customer has shoplifted or not and it is 95% accurat...
What you see below is called "Sigma notation". Something I've encountered frequently in the math for machine learning and number theory. Here's how it works. 𧡠ππ» https://t.co/G0...
This is a logarithm. You'll see it in a lot of machine learning formulas, computer science, and math in general. Here's a really simple explanation of how it works. 𧡠ππ» https://...
My recommendations to start with machine learning math: β’ Statistics 110: Probability β Harvard University β’ Essence of Linear Algebra β 3Blue1Brown β’ Multivariate Calculus β Cour...
I just open-sourced my implementation of the original @DeepMind's DQN paper! But this time it's a bit different! There are 2 reasons for this, see the thread. GitHub: https://t.c...
A topic that comes up in every interview. Bias, variance, and their relationship with machine learning algorithms. One of the most basic concepts that you have to know by heart....
Plot exactly relative entropic balls: Parametric equations of the extended Kullback-Leibler sphere or Itakura-Saito sphere can be expressed on the orthants using branches of the La...
