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Forecasting sales based on weekends, holidays, and weather conditions is a classic time series problem with external regressors. Given your setup with MySQL and Python, here’s a step-by-step approach: 1. Data Collection: 2. Data Preprocessing: 3. Exploratory Data Analysis (EDA): 4. Model Selection: Given the nature of the problem, here […]
In a detailed blog post by the Netflix Technology team, the intricacies of scaling media machine learning at Netflix are unveiled. The article, penned by a group of experts including Gustavo Carmo, Elliot Chow, and Nagendra Kamath, among others, delves deep into the journey of Netflix from offering streaming alongside […]
Major AI corporations are fervently working towards the development of superintelligent AI, which they claim is for the collective benefit of humanity. However, a recent poll suggests that many Americans might not be on board with this vision. The poll, commissioned by the AI Policy Institute and executed by YouGov, […]
A recent online survey commissioned by global tech giant Salesforce and conducted by YouGov has revealed intriguing insights into the use of generative artificial intelligence (AI) by Singaporean workers. The study polled over 1,000 full-time office workers and found that 40% of Singaporeans utilize generative AI in their professional tasks. […]
Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) are related but distinct fields of study and technology. Artificial Intelligence (AI) is a broad field encompassing various technologies and approaches for creating intelligent systems. It includes subfields such as rule-based systems, planning, problem-solving, and more recent technologies such as […]
Machine Learning (ML) is a subset of artificial intelligence (AI) that involves using algorithms and statistical models to enable computers to perform tasks without being explicitly programmed to perform those tasks. It is essentially a method of training computers to learn from and make decisions based on data. Here is […]
The rise of artificial intelligence (AI) has sparked debates about its potential to replace human jobs. While some studies predict massive job displacements due to AI, others foresee a significant boost to the global economy. Bhaskar Chakravorti, in his article, delves into the complexities of AI’s impact on work, drawing […]
TinyML: Machine Learning with TensorFlow Lite on Arduino and Ultra-Low-Power Microcontrollers Neural networks are getting smaller. Much smaller. The OK Google team, for example, has run machine learning models that are just 14 kilobytes in size—small enough to work on the digital signal processor in an Android phone. With this […]
A Gourmet Glimpse into 2040 Imagine a world where your breath dictates your next meal, or AI crafts a diet tailored just for you. Welcome to 2040, as envisioned by Deliveroo in their futuristic report, “SNACK TO THE FUTURE.” Gone are the days of generic diet plans. In 2040, BreathTech […]
Using modern statistical machine learning, Gensim is a Python library for unsupervised topic modeling, document indexing, retrieval by similarity, and other natural language processing functionalities. Gensim is implemented in Python and Cython for performance. Gensim was first released in 2009 by Radim Řehůřek. It was initially developed as a research […]