Category: ব্লগ । Blog

WordPress ( approx: 5.6 ) sqls to find all big data, ml, ai, related category ids (term ids) SELECT wt.term_id FROM `wp_terms` wt inner join wp_term_taxonomy wtt on (wtt.term_id = wt.term_id) and (wtt.taxonomy=’category’) WHERE (name like ‘%big data%’) or ((name like ‘%cloud%’)) or ((name like ‘%machine learning%’)) or ((name like ‘%security%’)) or ((name like ‘AI’)) …

Continue reading

Where to Invest $1 Million Right Now https://www.bloomberg.com/features/how-to-invest-a-million-dollars/?srnd=premium-canada ETF Buyers Prefer Emerging Stocks Over U.S. Shares, Gold, Bonds https://www.bloomberg.com/news/articles/2021-03-05/etfs-show-balance-is-shifting-in-favor-of-emerging-market-stocks?srnd=premium-canada Asian Stocks Gain on Growth Outlook; Oil Rises: Markets Wrap https://www.bloomberg.com/news/articles/2021-03-07/asia-stocks-to-open-week-higher-currencies-steady-markets-wrap?srnd=markets-vp *** . *** *** . *** . *** . *** Courses: http://Training.SitesTree.com (Big Data, Cloud, Security, Machine Learning) Blog: http://Bangla.SaLearningSchool.com, http://SitesTree.com 8112223 Canada Inc./JustEtc: http://JustEtc.net …

Continue reading

Five Things You Need to Know to Start Your Day https://www.bloomberg.com/news/newsletters/2021-03-02/five-things-you-need-to-know-to-start-your-day?srnd=premium-canada Cathie Wood’s Flagship ETF Roars Back With Near-Record Inflow (However, personally I will not go for it ) : https://ark-funds.com/arkk https://www.bloomberg.com/news/articles/2021-03-02/cathie-wood-s-flagship-etf-roars-back-with-near-record-inflow?srnd=premium-canada The Five Hotspots Where Food Prices Are Getting People Worried https://www.bloomberg.com/news/articles/2021-02-28/the-five-hotspots-where-food-prices-are-getting-people-worried?srnd=premium-canada Food Prices Are Soaring Faster Than Inflation and Incomes *** . *** …

Continue reading

"Essentially, there was a successful handoff from the Fed to the economy and I see the same thing playing out this go around. I believe the Fed will continue these emergency policy measures with them buying additional bonds for the remainder of the year. Then as the economy rebounds with the recovery really taking hold, …

Continue reading

WebApp from Jupyter Notebook: #AppMode #voila #bentoML #python_hosting AppMode:—https://github.com/binder-examples/appmode —https://github.com/binder-examples/appmode Example App —https://hub.gke2.mybinder.org/user/oschuett-appmode-otkjga24/apps/example_app.ipynb PI: https://github.com/choldgraf/pisim " Voila to interactively build a dashboard from the simulate_pi notebook ipywidgets to build the components of the dashboard bqplot to create interactive, widget-friendly visualizations. " Python Hosting https://www.pythonanywhere.com/ Voila: https://notebooks.gesis.org/binder/jupyter/user/choldgraf-pisim-539xxpsi/voila/render/simulate_pi.ipynb BentoML https://github.com/bentoml/BentoML Examples: https://github.com/bentoml/gallery Reference: https://discourse.jupyter.org/t/how-to-transform-a-jupyter-notebook-into-a-webapp/758 *** . *** …

Continue reading

References Projects mentioned on: http://sitestree.com/prediction-bayesian-regression-concepts-example-projects/ Insurance HealthCare Costs: https://github.com/techshot25/HealthCare Linear and Bayesian modeling in R: Predicting movie popularity https://towardsdatascience.com/linear-and-bayesian-modelling-in-r-predicting-movie-popularity-6c8ef0a44184 Bayesian-Stock-Price-Prediction https://github.com/lschlessinger1/Bayesian-Stock-Price-Prediction Bayesian Prediction: Well (Oil) Production https://github.com/jpgrana/bayesian-approach-predicting-well-production Binary Classification on Stock Market (S&P 500) using Naive Bayes and Logistic Regression https://github.com/NeilPrabhu/Stock-Prediction Naive Bayes Weather Prediction https://github.com/husnainfareed/simple-naive-bayes-weather-prediction/blob/master/bayes.py Regression Predict Fuel Efficiency: https://www.tensorflow.org/tutorials/keras/basic_regression Regression-Example-Predicting-House-Prices https://github.com/andersy005/deep-learning/blob/master/keras/04-A-Regression-Example-Predicting-House-Prices.ipynb Stock Price …

Continue reading

How To Build Multi-Layer Perceptron Neural Network Models with Keras https://machinelearningmastery.com/build-multi-layer-perceptron-neural-network-models-keras/ The Sequential model https://keras.io/guides/sequential_model/ Serialization and saving https://keras.io/guides/serialization_and_saving/ Training & evaluation with the built-in methods https://keras.io/guides/training_with_built_in_methods/ Multi-GPU and distributed training https://keras.io/guides/distributed_training/ Multi-Layer perceptron using Tensorflow https://towardsdatascience.com/multi-layer-perceptron-using-tensorflow-9f3e218a4809 Adam https://keras.io/api/optimizers/adam/ Optimizers https://keras.io/api/optimizers/ Keras Model https://www.tensorflow.org/api_docs/python/tf/keras/Model Why are deep neural networks hard to train? http://neuralnetworksanddeeplearning.com/chap5.html http://neuralnetworksanddeeplearning.com/index.html Quantile …

Continue reading

FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance https://paperswithcode.com/paper/finrl-a-deep-reinforcement-learning-library OV2SLAM : A Fully Online and Versatile Visual SLAM for Real-Time Applications https://paperswithcode.com/paper/ov-2-slam-a-fully-online-and-versatile-visual Predicting with a Regression Equation https://opentextbc.ca/introbusinessstatopenstax/chapter/predicting-with-a-regression-equation/ Chapter 4. Regression and Prediction https://www.oreilly.com/library/view/practical-statistics-for/9781491952955/ch04.html Loss and Loss Functions for Training Deep Learning Neural Networks https://machinelearningmastery.com/loss-and-loss-functions-for-training-deep-learning-neural-networks/ Machine learning fundamentals (I): Cost …

Continue reading