Machine Learning courses and articles from coursera, edX, Udacity, dataCamp to udemy. Here are the resources link collection: —- R Language —- 1. https://cognitiveclass.ai/courses/machine-learning-r/ 2. https://www.datacamp.com/community/tutorials/machine-learning-in-r —- Python Language —- 1. https://www.coursera.org/learn/machine-learning-with-python 2. https://www.coursera.org/learn/python-machine-learning —- Java Language —- 1. https://skymind.ai/wiki/java-ai 2. EdX : Course Lists https://www.edx.org/learn/java 3. Coursera: Course List https://www.coursera.org/courses?query=java —- Machine Learning fundamentals —- 1. EdX: https://www.edx.org/course/machine-learning-fundamentals 2. Udacity: https://in.udacity.com/course/intro-to-machine-learning–ud120-india 3. Udemy: https://www.udemy.com/machine-learning-for-beginners/ 4. Coursera: https://www.coursera.org/learn/ml-foundations 5. Google https://developers.google.com/machine-learning/crash-course/prereqs-and-prework —- ML Tools and packages —- 1. NumPy, SciPy, matplotlib a. EdX https://www.edx.org/course/python-data-science-uc-san-diegox-dse200x 2. TensorFlow a. Coursera : https://www.coursera.org/learn/intro-tensorflow b. EdX : https://www.edx.org/course/deep-learning-with-tensorflow 3.Scikit Learn a. https://www.datacamp.com/courses/supervised-learning-with-scikit-learn b. Udemy https://www.udemy.com/machine-learning-with-scikit-learn/ c. https://www.dataschool.io/machine-learning-with-scikit-learn/ 4. Pandas a. https://www.udemy.com/data-analysis-with-pandas/ —- Nano Degrees —- 1. IBM : https://imarticus.org/machine-learning-prodegree 2. Coursera https://www.coursera.org/specializations/data-science-python 3. EdX Microsoft : https://www.edx.org/microsoft-professional-program-artificial-intelligence 4. Nanodegree https://in.udacity.com/course/python-foundation-nanodegree–nd002-inpy —- Machine Learning Maths —- 1. https://towardsdatascience.com/the-mathematics-of-machine-learning-894f046c568 2. EdX https://www.edx.org/course/essential-math-machine-learning-python 3. Coursera https://www.coursera.org/specializations/mathematics-machine-learning Udemy 4. https://www.udemy.com/calculus1/ 5. https://www.udemy.com/statshelp/ 6. https://www.udemy.com/integralcalc-algebra I am sure this will help you and please share this video — Follow me — : Twitter – https://twitter.com/bitfumes Facebook – https://www.facebook.com/Bitfumes/ Instagram – https://www.instagram.com/bitfumes/ (ask me questions!) — QUESTIONS? — Leave a comment below and I or someone else can help you. For quick questions you may also want to ask me on Twitter, I respond almost immediately. Email me support@bitfumes.com Thanks for all your support!
We’re going to predict the closing price of the S&P 500 using a special type of recurrent neural network called an LSTM network. I’ll explain why we use recurrent nets for time series data, and why LSTMs boost our network’s memory power. Coding challenge for this video: https://github.com/llSourcell/How-to-Predict-Stock-Prices-Easily-Demo Vishal’s winning code: https://github.com/erilyth/DeepLearning-SirajologyChallenges/tree/master/Image_Classifier Jie’s runner up code: https://github.com/jiexunsee/Simple-Inception-Transfer-Learning More Learning Resources: http://colah.github.io/posts/2015-08-Understanding-LSTMs/ http://deeplearning.net/tutorial/lstm.html https://deeplearning4j.org/lstm.html https://www.tensorflow.org/tutorials/recurrent http://machinelearningmastery.com/time-series-prediction-lstm-recurrent-neural-networks-python-keras/ https://blog.terminal.com/demistifying-long-short-term-memory-lstm-recurrent-neural-networks/ Please subscribe! And like. And comment. That’s what keeps me going. Join other Wizards in our Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 music in the intro is chambermaid swing by parov stelar Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/ Signup for my newsletter for exciting updates in the field of AI: https://goo.gl/FZzJ5w Hit the Join button above to sign up to become a member of my channel for access to exclusive content!
This keynote introduces the first AI based on Unsupervised Learning. Automatically discover insights in your data, avoid human bias, and empower your team with the power to discover previously hidden insights that they can use to revolutionize your business.