Artificial Intelligence && Deep Learning

Video classification with Keras and Deep Learning

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.https://www.pyimagesearch.com/2019/07/15/video-classification-with-keras-and-deep-learning/

Advancing Semi-supervised Learning with Unsupervised Data Augmentation

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.https://ai.googleblog.com/2019/07/advancing-semi-supervised-learning-with.html

FREE COURSE Intro to TensorFlow for Deep Learning

This course is a practical approach to deep learning for software developers

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.https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187

Your State of AI Report 2019

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.https://medium.com/@NathanBenaich/state-of-ai-2019-733c81aeb04b

Landmark Assisted CycleGAN for Cartoon Face Generation

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.https://deepai.org/publication/landmark-assisted-cyclegan-for-cartoon-face-generation

The Secret to Mastering ML

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.https://medium.com/technomancy/the-secret-to-mastering-ml-9e328d5f06a

500+ awesome bookmarks for Data Science & Machine Learning

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.https://towardsdatascience.com/500-free-high-quality-online-resources-for-data-science-machine-learning-7eda5bf33872

Computer Vision: A Study On Different CNN Architectures and their Applications

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.https://medium.com/alumnaiacademy/introduction-to-computer-vision-4fc2a2ba9dc

AI Scholar: Human vs Machine Attention in Neural Networks

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.https://medium.com/ai%C2%B3-theory-practice-business/ai-scholar-human-vs-machine-attention-in-neural-networks-69a8b59e577f

Anomaly Detection for Dummies

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.https://towardsdatascience.com/anomaly-detection-for-dummies-15f148e559c1

Object Detection on Thermal Images

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.https://medium.com/swlh/object-detection-on-thermal-images-4f3410a89db4

666 Free Online Programming & Computer Science Courses You Can Start This July

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.https://www.freecodecamp.org/news/free-coding-courses-july-2019/

About Applied Machine Learning - Beginner to Professional Course

Course Curriculm

1. Welcome to the Applied Machine Learning Course
2. Introduction to Data Science and Machine Learning
3. Introduction to the Course
4. Setting up your system
5. Python for Data Science
6. Statistics For Data Science
7. Basics Steps of Machine Learning and EDA
8. Data Manipulation and Visualization
9. Project: EDA - Customer Churn Analysis
10. Share your Learnings
11. Build Your First Predictive Model
12. Evaluation Metrics
13. Build Your First ML Model: k-NN
14. Selecting the Right Model
15. Linear Models
16. Project: Customer Churn Prediction
17. Dimensionality Reduction (Part I)
18. Decision Tree
19. Feature Engineering
20. Share your Learnings
21. Project: NYC Taxi Trip Duration prediction
22. Working with Text Data
23. Naïve Bayes
24. Multiclass and Multilabel
25. Project: Web Page Classification
26. Basics of Ensemble Techniques
27. Advance Ensemble Techniques
28. Project: Ensemble Model on NYC Taxi Trip Duration Prediction
29. Share your Learnings
30. Advance Dimensionality Reduction
31. Support Vector Machine
32. Unsupervised Machine Learning Methods
33 AutoML and Dask
34. Neural Network
35. Model Deployment
36. Interpretability of Machine Learning Models

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.https://courses.analyticsvidhya.com/courses/applied-machine-learning-beginner-to-professional?utm_source=sendinblue&utm_campaign=July_Newsletter_2019&utm_medium=email

AI/ML Security Pro Tips: Class Imbalance and Missing Labels

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.https://medium.com/ai-ml-at-symantec/ai-ml-security-pro-tips-class-imbalance-and-missing-labels-764fd18b7bf8

AI Scholar: Towards Transfer Learning for End-to-End Speech Synthesis from Deep Pre-Trained Language Models

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.https://medium.com/ai%C2%B3-theory-practice-business/ai-scholar-towards-transfer-learning-for-end-to-end-speech-synthesis-from-deep-pre-trained-6395ae8108fa

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.https://medium.com/@lessw/state-of-the-art-object-detection-use-these-top-3-data-augmentations-and-google-brains-optimal-57ac6d8d1de5

List of Top blogs/Newsletter on Artificial Intelligence

Here are 15 machine learning, artificial intelligence, and deep learning blogs you should add to your reading lists

1. Machine Learning Mastery by Jason Brownlee
https://machinelearningmastery.com/about/

2. AI Trends
https://www.aitrends.com/

3. Algorithmia
https://blog.algorithmia.com/

4. AITopics (An official publication of the AAAI.)
https://aitopics.org/search

5. Open AI
https://openai.com/

6. MIT AI Blog
http://news.mit.edu/topic/artificial-intelligence2

7. DataRobot Blog 
https://blog.datarobot.com/

8. Andreessen Horowitz
http://aiplaybook.a16z.com/docs/intro/getting-started

9. Chatbots Magazine (The #1 place to learn about chatbots.)
https://chatbotsmagazine.com/

10. Machine Intelligence Research Institute (MIRI) 
https://intelligence.org/blog/

11. Chatbots Life
(Best Place to Learn About Bots)
https://chatbotslife.com/

12. 33 rd square
https://www.33rdsquare.com/

13. Artificial Intelligence Blogs
https://www.artificial-intelligence.blog/news/

14. Machine Learnings
https://machinelearnings.co/

15. C T Vision
https://ctovision.com/

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.

Machine learning and NLP

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.http://www.datastuff.tech/machine-learning/lstm-how-to-train-neural-networks-to-write-like-lovecraft/

Machine Learning for everyone...

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.http://bit.ly/2RvRRnj

A new CycleGan tutorial is ready in @TensorFlow 2.0. A very cool paper, showing how to create beautiful image transformations like:

- Horses -> zebras
- Winter -> summer
- Apples -> oranges

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.https://t.co/JlDUkuuqIA