Artificial Intelligence

I was watching the 1995 dark comedy classic, Four Rooms, the other day. From the beginning, it may seem like a collection of adventures of a bellhop named Ted. However there is a unifying theme, News Years Eve at a landmark hotel in Hollywood. The same can be said about the current fintech industry.The unifying theme is that it is all running on codes. In fact, elements of … [Read more...] about How the Fintech Software Development trend in 2021 is like a 1995 Dark Comedy

Model BuildingLet us build the model and analyse how well the values have translated into the model.from statsmodels.tsa.arima_model import ARIMA# ARIMA order (p,d,q)model = ARIMA(df.Sales, order=(1,1,2))model_fit = model.fit(disp=0)print(model_fit.summary())The model can be improved further and a lot of tuning can be done on it, but a point to note however is the small size of … [Read more...] about Python Code on ARIMA Forecasting

How SQL can be used as a data analysis toolPhoto by Isaac Smith on UnsplashSQL is a language used for managing data in relational databases that store data in tabular form with labelled rows and columns. We query data from a relational database with the select statement of SQL. The select statement is highly versatile and flexible in terms of data transformation and filtering … [Read more...] about YouTube Trending Video Analysis with SQL

NLP for short, is a domain in which machines transform rigorous logic based on ones and zeros into our messy and procedural-based language. NLP is a bridge to how humans and machines might be able to communicate some day in the future. Today’s post will conduct a series of problems faced when trying to break down language into binary code.It’s probably a good thing starting … [Read more...] about A beginner-friendly approach to Natural Language Processing and its Challenges

Photo by Dennis Kummer on UnsplashTraining a model while learning the basics of Machine Learning or Deep Learning is a very guided process. The dataset is well understood and adequately formatted for you to use. However, when you step in the real world and try to solve industry or real-life challenges, the dataset is usually messy if non-existent at the beginning. Understanding … [Read more...] about Visualizing feature vectors/embeddings using PCA and t-SNE

To code the Rainbow Indicator, we can use the following code on an OHLC array with a few columns to spare.def rainbow(Data, ma1, ma2, ma3, ma4, ma5, ma6, ma7, what, where): # Converting Exponential lookback to Smoothed Lookbackma1 = (ma1 * 2) - 1ma2 = (ma2 * 2) - 1ma3 = (ma3 * 2) - 1ma4 = (ma4 * 2) - 1ma5 = (ma5 * 2) - 1ma6 = (ma6 * 2) - 1ma7 = (ma7 * 2) - 1 # Calculating … [Read more...] about The Rainbow Indicator, Another Way to Follow the Trend.

Photo: PhonlamaiPhoto / iStockPhotoThe NHTSA website’s section on self-driving vehicles starts off with some compelling statistics:36,560 people killed in motor vehicle accidents in the US in 201890% of motor vehicles accidents are caused by driver errorMoreover, according to the website, today’s driver assistance technologies such as emergency braking and pedestrian detection … [Read more...] about Will Self-Driving Cars Really Reduce Accidents?

Robot Versus HumanI will paraphrase a popular belief in copywriting: People buy based on emotion but need logic to justify it. In his book, “How Customers Think: Essential Insights into the Mind of the Market,” the Harvard business school professor, Gerald Zaltman affirms that we are 95% more emotional with buying than logical.Emotion is that large, complex part of the human … [Read more...] about VOICE AND CONSUMER BEHAVIOUR

List of courses to Dominate Artificial IntelligenceIn recent years we are witnessing an incessant development of artificial intelligence, which is having an ever greater and more important impact on our lives.Now our daily life is surrounded by this technology, and our future will be even more so thanks to all the possible uses of Artificial Intelligence, starting from the … [Read more...] about Courses Roadmap to Dominate Artificial Intelligence

Some real analysis of analyst!Is Data Science a Hype?The straightforward answer is “No, There is soo much scope than you can comprehend. And there will be even more in the future.” Then what stopping companies to hire Data Scientists? Why it’s hard to land a job in Data Science? Why companies still ask for such diverse experience and knowledge? To understand this let us see … [Read more...] about Is Data Science a Hype?