Welcome to R! Working with a programming language (especially if it’s your first time) often feels intimidating, but the rewards outweigh any frustrations. An important secret of coding is that even experienced programmers find it difficult and frustrating at times – so if even the best feel that way, why let intimidation stop you? Given time and practice* you will soon find it easier and easier to accomplish what you want. Why learn to code? Bioinformatics – like biology – is messy. Different organisms, different systems, different conditions, all behave differently. Experiments at the bench require a variety of approaches – from tested protocols to trial-and-error. Bioinformatics is also an experimental science, otherwise we could use the same software and same parameters for every genome assembly. Learning to code opens up the full possibilities of computing, especially given that most bioinformatics tools exist only at the command line. Think of it this way: if you could only do molecular biology using a kit, you could probably accomplish a fair amount. However, if you don’t understand the biochemistry of the kit, how would you troubleshoot? How would you do experiments for which there are no kits? R is one of the most widely-used and powerful programming languages in bioinformatics. R especially shines where a variety of statistical tools are required (e.g. RNA-Seq, population genomics, etc.) and in the generation of publication-quality graphs and figures. Rather than get into an R vs. Python debate (both are useful), keep in mind that many of the concepts you will learn apply to Python and other programming languages. Finally, we won’t lie; R is not the easiest-to-learn programming language ever created. So, don’t get discouraged! The truth is that even with the modest amount of R we will cover today, you can start using some sophisticated R software packages, and have a general sense of how to interpret an R script. Get through these lessons, and you are on your way to being an accomplished R user! * We very intentionally used the word practice. One of the other “secrets” of programming is that you can only learn so much by reading about it. Do the exercises in class, re-do them on your own, and then work on your own problems.

The aim of this video lesson is to teach students about the different topologies of computer networks and how they function. The approach that is used is highly correlated with common knowledge about weddings and the local Malay culture associated with weddings. Students should be able to relate the act of delivering food to a large crowd of people to the basic principles of network topologies and the method of data transfer within each type of topology. The lesson will begin in a classroom with students working in small groups, answering assigned questions. Teaching aids such as color cards will be used. One student from each group will be appointed as the wedding event manager, and she/he will have to discuss and act out with group members in order to answer more challenging questions. At the end of the lesson, students will be asked to come up with their own version of a hybrid computer network topology. The lesson concept taught here not only educates students on computer topologies, but also introduces students to an important cultural perspective of Malaysia. Above all, this video is designed to assist students with their study of Computer Literacy in schools. The lesson will take up to 60 minutes to complete. Materials needed include: 10 red cards representing waitresses; 10 green cards representing waiters; 10 blue cards representing tables in the hall; a sketch book; and classroom tables and chairs.

During this course, participants will learn how to center investigations of local scientific phenomena in a Next Generation Science Standards storyline. Course educators will offer instructional strategies and climate and community data to help teachers connect to the interests and identities of students and support understanding of the impacts of climate change. In collaboration with fellow teachers, participants will imagine possibilities for this kind of teaching and learning in their own classrooms through brainstorming possible phenomenon-based storylines local to their own students.

In this podcast, listen to a 22-year classroom veteran's tips and strategies for managing students with attention disorders.

To promote Interaction and CommunicationLesson titleLesson for learners with not much English or education backgroundAbstractThis is a group-work lesson designed for students with low-intermediate communication skills and not much educational back ground. The purpose of this lesson is to assist students to communicate with others and the community on the whole.  It will also work to improve specific issues and challenges the student might face.* Low-intermediate communication skills:- Persons showing low or intermediate communications skills that is one who does not possess or show much communications skills. (low level, having no functional ability, intermediate having limited functional ability)* Not much educational background:- With little or no educational background. (limited reading/writing  or no reading/writing skills and mathematics knowledge and skills)Issues and challenges that learners may face:-Emotional and social and relationship skills, self-management and self/social awarenessLife skills, financial literacy and managementEmployability skills, teamwork and engagement or collaboration, effective communicationThinking skills, problem solving, critical and reasoning thinkingLearner Audience / Primary UsersThis lesson is intended for a classroom setting with learners in groups of four to six. The content included in the lesson is targeted at learners with limited English communication skills. The lesson is specifically targeted at persons with but not limited to adults with low level educational back ground and who might be experiencing some level of low self-esteem.Educational UseModuleQualification & experienceCollege & Career Readiness Standards AlignmentLevel: Adult EducationGrade Level: BSubjects: English Language Arts / Literacy & Computer literacyReadingAnalyze the impact of the author’s choices regarding how to develop and relate elements of a story or drama (e.g., where a story is set, how the action is ordered, how the characters are introduced and developed).Determine two or more themes or central ideas of a text and analyze their development over the course of the text, including how they interact and build on one another to produce a complex account; provide an objective summary of text.Know and use various text features; subheadings, glossaries, indexes, electronic menus, icons, to locate key facts or information in a text efficiently.Determine the meaning of words and phrases as they are used in the text, including figurative and connotative meanings; analyze the impact of specific word choices on meaning and tone, including words with multiple meanings or language that is engaging, or beautiful.Examine multiple interpretations of a story, drama, or poemEvaluate ways authors develop point of view and style to achieve specific impression and purpose. Speaking and ListeningEngage effectively in a range of collaborative discussions (one-on-one, in groups, and teacher-led) with diverse partners, building on others’ ideas and expressing their own clearly. Ask and answer questions about information from a speaker, offering some form of elaboration. Computer skillsGive the learner a working knowledge of the hardware that comprises a personal computer.Develop the learner's ability to use introductory Windows commands for file management.Introduce the learner to the Internet and the use of electronic research and web-based communication methods.Enable the student electronically to research the library.Introduce the student to the methods of searching the Internet and the problems associated with using the research materials. LanguageEnglishMaterial TypeInstructional MaterialLearning GoalsIn this lesson ABE learners will:Demonstrate good reading and literature skillsCompose open ended question for research or assignmentsDevelop clear and coherent writing skillsUse the computer Time Required for each Lesson40 – 60 minutesPrior KnowledgeBe able to read at an elementary level but not necessarilyRequired ResourcesStudent willingness to learnInternetLibraryExperience teacherComputer labpen/pencil and note book 

This video adapted from Texas Parks and Wildlife Department describes how humans are helping restore safe nesting grounds for the critically endangered Kemp's ridley sea turtle to ensure its successful repopulation.

The teacher to organise the physical environment to support the needs of the syllabus and the ICT tools. Specific Objectives: On completion of this unit you will be able to: 1] Identify the pros and cons of using computer labs, 2] Use ICT effectively in a classroom setting, and 3] Use ICT in a community setting.

Elementary Science and Integrated Subjects is a statewide Clime Time collaboration among ESD 123, ESD 105, and the Office of Superintendent of Public Instruction. Development of the resources is in response to a need for research- based science lessons for elementary teachers that are integrated with English language arts, mathematics and other subjects such as social studies. The template for Elementary integration can serve as an organized, coherent and research-based roadmap for teachers in the development of their own NGSS aligned science lessons.  Lessons can also be useful for classrooms that have no adopted curriculum as well as to serve as enhancements for  current science curriculum. 

This curriculum was developed as an empirical foundation for a practice model that facilitates collaboration toward providing the highest level of service for at-risk children and their families. It teaches collaboration in nine areas: legal issues, financial issues, health and mental health, education/school, family relationships, child management, support services, fair and equal treatment, and general satisfaction. It is organized around five competency areas: respecting the knowledge, skills, and experiences of others; building trust by meeting needs; facilitating communication; creating an atmosphere in which cultural tradition, values, and diversity are respected; and using negotiation skills. The curriculum is divided into five sections: Introduction to the Curriculum, Conducting the Training, Training Modules (two 3-hour modules for in-service training), Classroom Modules (for undergraduates and graduates), References and Annotated Bibliography. (345 pages)Pasztor, E. M., Goodman, C. C., Potts, M., Santana, M. I., & Runnels, R. A. (2002).

This slide deck on Learning Management Systems by the Washington Association of Educational Service Districts is intended to be customized and presented by district personnel to families and caregivers. Materials are available for districts to use with families in nine languages for each of the following learning management systems (LMS): Canvas, Google Classroom, Microsoft Teams, Schoology, and Seesaw.

This series of information packets, worksheets, and tests describes various power tools, safety measures, and operating instructions in the agriculture classroom. 

In this video profile produced for Teachers' Domain, meet La'ona DeWilde, an environmental biologist who integrates her Athabascan heritage and her Western scientific training to help remote Alaskan villages address environmental issues.

Many of today’s global challenges require tech-driven solutions — climate change, the growth of the world population, cyber security, the increasing demand for scarce resources, digitalization, the transition from fossil fuels to renewable energy. With this in mind, it is no surprise that one fourth of the CEOs of the world’s 100 largest corporations have an engineering degree.

Solving these global problems requires leaders who, in the first place, are comfortable with technology, models and quantitative analyses — Leaders who see systems instead of isolated problems. However, simply understanding technology is not enough. Successful leaders today must have both the ideas and the know-how to put these ideas into action by working collaboratively with others, winning their hearts and minds.

We need leaders who know how to seize opportunities in a networked world, and can mobilize people and other stakeholders for large-scale change. Leaders who lead fulfilling lives and who are able to move themselves and others from the ‘me’ to the ‘we’. Leaders who are long-term oriented and who deliver economic profit, while also making positive contributions to society and the environment. We call these leaders ‘sustainable leaders’.

COUNS 142 at College of the Canyons
Focuses on brain-based learning strategies that develop self-regulatory learning: discovering self-motivation; gaining self-awareness; developing emotional intelligence; employing interdependence; accepting personal responsibility; applying active listening; reading and note-taking; monitoring performance; and developing a growth mindset that believes in self. Students will combine theory and practice to become successful learners and successful college students.

Lesson 1: Successful Learning Strategies, Mindsets, & Basic Brain Facts (Plasticity)
Lesson 2: Motivation, Locus of Control, and Goal Setting
Lesson 3: Self-Regulated Learning and Student Engagement
Lesson 4: Use of Time
Lesson 5: Critical Thinking, Metacognition, and Bloom’s Taxonomy
Lesson 6: Active Listening and Note-Taking from Lectures
Lesson 7: Reading to Learn
Lesson 8: Preparing for and Taking Tests
Lesson 9: Memory and Information Processing Theory
Lesson 10: The Amazing Brain
Lesson 11: Learning Theories
Lesson 12: A Healthy Mindful Brain
Lesson 13: Managing Stress, Self-Talk, and Emotional Intelligence

Lesson 2 is a study of symbols in William Golding's novel "Lord of the Flies." After reviewing the general concept of symbolism, students focus on four of the most dominant symbols that permeate the novel: the island itself; the conch; the Lord of the Flies effigy; fire.

Here is the lesson plan overview for lesson plan #1 for grade 4 students for social emotional learning. They are taught how to create managble and timely goals. 

Students are introduced to the correct technical vocabulary for lighting, which is different than layperson's terms. They learn about lamp (light bulb) technology and how to identify the various types of lighting in their spaces. They are also introduced to lighting controls as a means for saving energy- reducing costs, human energy consumption, and greenhouse gas emissions on the environment. Using an accompanying worksheet, students embark on a guided audit in which they survey the lighting in their classroom and identify the potential savings from using controls.

Learn how to make a water filter using materials from around your home or classroom.

A patient discusses diabetes and how he manages his carbohydrate intake in this video segment from TV 411.

ICT accessibility and inclusive design is considered as a relevant and essential topic that needs to be well covered and integrated within capacity building, training and education curricula and programmes. Despite this urgent need, there is a lack of integration of ICT-AID aligned courses in educational institutions and professional development services based on a comprehensive Global competency framework delimiting all required relevant competencies and capabilities in the field of ICT accessibility and Inclusive Design. It is in this context that Mada center has developed an open competency framework in a bid to guide globally training of students and workers on ICT accessibility and inclusive design, so that they will be well prepared to excel in their accessibility professions and contribute in the creation of accessible products, contents and services.