TECHNOLOGY SIMPLIFIED

CLOUD COMPUTING Demystifying the Cloud A Deep Dive into Cloud Computing Cloud computing has revolutionized the way we access and utilize computing resources . It has shifted the paradigm from physical servers and software installations to a virtualized , on - demand model . This essay delves deep into the world of cloud computing , exploring its core concepts , deployment models , service models , and the impact it has on individuals and businesses alike . At its core Cloud computing is the delivery of on-demand computing services – including servers , storage , databases , networking , software , analytics , intelligence , and more – over the internet . These services are offered by cloud providers like Amazon Web Services ( AWS ) , Microsoft Azure , and Google Cloud Platform ( GCP ) . Users access these services via a web browser or an API ( Application Programming Interface ) on any device with an internet connection . The " cloud " metaphor refers to the vast and seemin...

 DATA MODERNIZATION SERVICES What is a data modernization ? Data Modernization is a strategic approach and often describes the data transfer from legacy databases to modern databases . Data platform modernization is critical to turning large volumes of data, much of which may be useless when siloed , into actionable insights that drive results . As the demand for data modernization services has grown , the data modernization market size has swelled to unprecedented levels . More and more companies are realizing the value of modernizing data and , as such , are seeking solutions to help them understand and make good use of their data . You can have all the data in the world at your disposal , but if you don’t know how to use it , it won’t do your business any good . Understanding data modernization trends is a great way to learn more about data and what the modernization process looks like . One of the trends to watch for in 2022 and beyond is uniform implementation , whic...

     REINFORCEMENT  LEARNING What is reinforcement learning ? Reinforcement learning is a machine learning training method based on rewarding desired behaviors and / or punishing undesired ones . In general , a reinforcement learning agent is able to perceive and interpret its environment , take actions and learn through trial and error . How does reinforcement learning work ? In reinforcement learning , developers devise a method of rewarding desired behaviors and punishing negative behaviors . This method assigns positive values to the desired actions to encourage the agent and negative values to undesired behaviors . This programs the agent to seek long-term and maximum overall reward to achieve an optimal solution . These long - term goals help prevent the agent from stalling on lesser goals . With time , the agent learns to avoid the negative and seek the positive . This learning method has been adopted in artificial intelligence ( AI ) as a way...

BIG  DATA  ANALYTICS WHAT IT IS AND WHY IT MATTERS Big data analytics examines large amount of data to uncover hidden patterns  , correlations and other insights . With today’s technology , it’s possible to analyse your data and get answers from it almost immediately – an effort that’s slower and less efficient with more traditional business intelligence solutions . History and evolution of big data analytics : The concept of big data has been around for years ; most organizations now understand that if they capture all the data that streams into their businesses , they can apply analytics and get significant value from it . But even in the 1950s , decades before anyone uttered the term “ big data , ” businesses were using basic analytics ( essentially numbers in a spreadsheet that were manually examined ) to uncover insights and trends .  The new benefits that big data analytics brings to the table , however , are speed and efficiency . Whereas a few years ago...