A new course developed by highly experienced Mathematics educators and textbook writers to cover the MoES Secondary Mathematics syllabus and to prepare students for UCE O-level Matematics examinations. The course consists of four Students' Books, each with an accompanying Teacher's Guide.
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.
Discover new, practical methods for teaching literacy skills in your early childhood classroom. Has teaching early literacy skills become a stumbling block to getting your preschool students kindergarten ready? Break out of the tired “letter of the week” routine and learn how to transform your lessons with fun and effective techniques. Teach Smarter: Literacy Strategies for Early Childhood Teachers will equip teachers to infuse every aspect of their teaching with exciting hands-on literacy teaching methods that engage students and help them build authentic connections with books, so that 100% of their students will have a strong literacy foundation and will be fully prepared for success in kindergarten and beyond. Respected author Vanessa Levin, veteran early childhood educator and author of the “Pre-K Pages” blog, breaks down the research and translates it into realistic, actionable steps you can take to improve your teaching. Features specific examples of teaching techniques and activities that engage students in hands-on, experiential learning during circle time, centers, and small groups. Offers a simple, four-step system for teaching literacy skills, based on the foundational principles of early literacy teaching Demonstrates how to build your confidence in your ability to get 100% of your students ready for kindergarten, long before the end of the school year Understand the problems with traditional literacy teaching and identify gaps in your current teaching practice with this valuable resource.
This well-established series, the most popular in Nigeria, has been fully revised to reflect recent developments in mathematics education at junior secondary level and the views of the many users of the books. It has expecially been revised to fully cover the requirements of the new NERDC Universal Basic Education Curriculum.