Category Archives: Data Science News

To visualize the features of different categories we use bar charts which are a very simple way of presenting the features. But when we… Continue reading on Becoming Human: Artificial Intelligence Magazine » Via https://becominghuman.ai/bar-chart-race-to-predict-gdp-per-capita-9425396cfaec?source=rss—-5e5bef33608a—4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/bar-chart-race-to-predict-gdp-per-capita

With neural networks being so popular today in AI and machine learning development, they can still look like a black box in terms of how they learn to make predictions. To understand what is going on deep in these networks, we must consider how neural networks perform optimization. Originally from KDnuggets https://ift.tt/31Z2ULt source https://365datascience.weebly.com/the-best-data-science-blog-2020/how-do-neural-networks-learn

A recent paper has explored the possibility of influencing the predictions of a freshly trained Natural Language Processing (NLP) model by tweaking the weights re-used in its training. his result is especially interesting if it proves to transfer also to the context of Computer Vision (CV) since there, the usage of pre-trained weights is widespread.Continue reading “Are Computer Vision Models Vulnerable to Weight Poisoning Attacks?”

It is unarguably true that the advent of machine learning and artificial intelligence has brought a revolutionary change in various industries globally. Both these technologies have made applications and machines way smarter than our imaginations. But, have you ever wondered how AI and ML work or how they make machines act, think, and behave likeContinue reading “What is Data Annotation- Types Tools Benefits and Applications in Machine Learning”

Reusable helper function to pre-process text data. Text data frame(pandas) to be passed as a parameter to the helper function Continue reading on Becoming Human: Artificial Intelligence Magazine » Via https://becominghuman.ai/nlp-text-pre-processing-reusable-helper-function-dbbb71a86ac7?source=rss—-5e5bef33608a—4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/nlp-text-pre-processing-reusable-helper-function

This article explores how average Word2Vec and TF-IDF Word2Vec can be used to build a recommendation engine. Originally from KDnuggets https://ift.tt/2POMNKS source https://365datascience.weebly.com/the-best-data-science-blog-2020/content-based-recommendation-system-using-word-embeddings

Applying an important lesson from Dr. Ruha Benjamin’s book, “Race After Technology” — there may be a difficult truth beneath the glitch. Continue reading on Becoming Human: Artificial Intelligence Magazine » Via https://becominghuman.ai/what-the-matrix-can-teach-us-about-racist-glitches-in-googles-ai-1040b0b206bb?source=rss—-5e5bef33608a—4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/what-the-matrix-can-teach-us-about-racist-glitches-in-googles-ai

Several types of industries are executing projects based on artificial intelligence and machine learning for various applications. These applications include pattern recognition, conversational systems, predictive analytics, personalization systems, and autonomous systems. All these projects execute with the machine learning models. Building and developing a machine learning model is just like developing any product but atContinue reading “The 7 Key Steps To Build Your Machine Learning Model”

Building a machine learning model or training a machine learning algorithm is a long process. You can’t just train a model once and leave it alone, because there’s a lot more to the machine learning lifecycle — data changes, preferences evolve, and competitors will emerge. Therefore, you should keep your model up to date when it goes intoContinue reading “Machine Learning Lifecycle”

The list of Top 10 lists that Data Scientists — from enthusiasts to those who want to jump start a career — must know to smoothly navigate a path through this field. Originally from KDnuggets https://ift.tt/3gRUUlH source https://365datascience.weebly.com/the-best-data-science-blog-2020/the-list-of-top-10-lists-in-data-science