Level up from basic SQL to advanced, analytics-grade data analysis and use real PostgreSQL datasets, modern features, and practical business scenarios to turn raw data into clear, actionable insights. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesSolve real business problems with advanced SQL techniquesWork with time-series, geospatial, and text data using PostgreSQLBuild job-ready data analysis skil...

Take your first steps to becoming a fully qualified data analyst by learning how to explore complex datasetsKey FeaturesMaster each concept through practical exercises and activitiesDiscover various statistical techniques to analyze your dataImplement everything you’ve learned on a real-world case study to uncover valuable insightsBook DescriptionEvery day, businesses operate around the clock, and a huge amount of data is gen...

Learning how to apply unsupervised algorithms on unlabeled datasets from scratch can be easier than you thought with this beginner's workshop, featuring interesting examples and activitiesKey FeaturesGet familiar with the ecosystem of unsupervised algorithmsLearn interesting methods to simplify large amounts of unorganized dataTackle real-world challenges, such as estimating the population density of a geographical areaBook Descri...

Design clever algorithms that can uncover interesting structures and hidden relationships in unstructured and unlabeled dataKey FeaturesLearn how to select the most suitable Python library to solve your problemCompare k-Nearest Neighbor (k-NN) and non-parametric methods and decide when to use themExplore the applications of neural networks using real-world datasetsBook DescriptionUnsupervised learning is a useful and practica...

Discover how you can supervise machine learning algorithms in Python and personalize predictive models with the help of real-world datasetsKey FeaturesExplore the fundamentals of supervised machine learning and its applicationsLearn how to label and process data correctly using Python librariesGain a comprehensive overview of different machine learning algorithms used for building prediction modelsBook DescriptionWould you li...

Explore the exciting world of machine learning with the fastest growing technology in the worldKey FeaturesUnderstand various machine learning concepts with real-world examplesImplement a supervised machine learning pipeline from data ingestion to validationGain insights into how you can use machine learning in everyday lifeBook DescriptionMachine learning—the ability of a machine to give right answers based on input data—has...

Meet Engibear. Engibear is forever creating new and amazing things, however, he loves to dream big ideas, a little too big. Follow him as he dreams about an amazing robot.

The children at Munnagong Primary School decide on a dinosaur design for their new bridge. It's a big job so Engilina, the town's chief engineer, asks her friends, Engibear and Bearbot, for some help. Follow the team as they work through the year to create a roar-inspiring attraction.

Engilina, Engibear and Bearbot are back to build transport for the future - a new maglev train that will run from Munnagong to Billaburra as fast as a plane. During the project, they discover an old steam engine which leads them on an interesting journey and creates an unexpected link to the past. Travel with them on this tale of trains, teamwork, technology and time...

Take your first steps to become a fully qualified data analyst by learning how to explore large relational datasetsKey FeaturesExplore a variety of statistical techniques to analyze your dataIntegrate your SQL pipelines with other analytics technologiesPerform advanced analytics such as geospatial and text analysisBook DescriptionUnderstanding and finding patterns in data has become one of the most important ways to improve b...

Take a step-by-step approach to learning SQL data analysis in this interactive workshop that uses fun exercises and activities to make learning data analytics for beginners easy and approachable.Key FeaturesExplore ways to use SQL for data analytics and gain key insights from your dataStudy advanced analytics, such as geospatial and text analyticsDiscover ways to integrate your SQL pipelines with other analytics technologies...

In this second book in the series, Frank Einstein (kid-genius scientist and inventor) and his best friend, Watson, along with Klink (a self-assembled artificial-intelligence entity) and Klank (a mostly self-assembled artificial almost intelligence entity), once again find themselves in competition with T. Edison, their classmate and archrival—this time in the quest to unlock the power behind the science of energy. Frank is working on a revamped version of one of Nikola Te...