Mathematics for Deep Learning The best resource to learn mathematical concepts for a better understanding of machine learning & deep learning concepts: http://
d2l.ai/chapter_append
ix-mathematics-for-deep-learning/index.html
…
EDUCATION
-
Mathematics for Deep Learning: Essential Resource Guide
By
–
-
Causal Analysis and Machine Learning Book for Econometrics and Statistics
By
–
A book in #Econometrics & #Statistics: "Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R" at http://
amzn.to/45ngdEG
—————
#Rstats #DataScience #MachineLearning #AI #StatisticalLiteracy #Economics #Finance -
Simple Python Code Snippets for Data Cleaning and Messy Data
By
–
Simple Yet Practical #DataCleaning #Python Code Snippets to fix common scenarios of messy data: http://
bit.ly/3hpthSD
———
#DataScience #DataScientists #MachineLearning #DataWrangling #AI #Analytics #DataLiteracy #DataStrategy #CDO ———
See this book: http://
amzn.to/3SYyj9Z -
Python Feature Engineering Cookbook: 70+ Recipes for Machine Learning
By
–
#Python #FeatureEngineering Cookbook with 70+ recipes for creating, engineering, & transforming features for #MachineLearning models (2nd Edition): http://
amzn.to/3Ssdh5X via @PacktPublishing ————
#AI #BigData #DataStrategy #DataLiteracy #DataScience #DataScientists #Coding #ML -
Fine-tuning LLMs Workshop at MLOpsWorld SF
By
–
Excited to join @MLOpsWorld SF to lead a workshop on Fine-tuning Your Own #LLMs that Rival #GPT4. Join us to learn the benefits, use cases, and techniques for fine-tuning LLMs and get hands-on with popular open-source frameworks #Ludwig and #LoRAX! https://
pbase.ai/3IANSRU -
Learning paradox: challenges reveal ignorance despite actual progress
By
–
This has always been a problem. Actual learning and the feeling of learning are not that closely connected. We learn from challenges, but those reveal how little we know & make us feel ignorant.
-
Personal Development as Continuous Improvement Process
By
–
Personal development is a continuous improvement process about how to use yourself effectively and efficiently.
-
Motivating Student Effort in the Age of ChatGPT
By
–
If we want students to actually put work into essays and assignments in a world of ChatGPT, we are going to have to explain to them the benefits they get from doing the hard work. Otherwise they will justify outsourcing some/all of their thinking to AI as “being efficient.”
-
Machine Learning with PyTorch and Scikit-Learn Book 35% Off
By
–
35% OFF regular price
Massive 774-page book by @rasbt => #MachineLearning with #PyTorch and Scikit-Learn: Develop #ML and #DeepLearning models with #Python” at http://
amzn.to/3J6DK4u
—————
#BigData #DataScience #AI #NeuralNetworks #ComputerVision #NLProc #DataScientists -
Artificial Intelligence Modern Approach Fourth Edition Book Recommendation
By
–
Artificial Intelligence — A Modern Approach
[4th Ed.] http://
amzn.to/3iO2yjs
—————
#AI #BigData #DataScience #MachineLearning #ML #TransferLearning #DeepLearning #Algorithms #Mathematics #NeuralNetworks #NLProc #ComputerVision #ReinforcementLearning #ArtificialIntelligence