Machine Learning Video Lectures Archive

Machine Learning Video Lectures Archive

Machine learning is a branch of artificial intelligence (AI) that gives computers the ability to learn without being explicitly programmed. Machine learning can be used in a wide range of applications, like: computer vision, speech recognition, natural language processing and many others. In this post we provide an overview of machine learning lectures online in order to help you get started with ML or enhance your knowledge if you are already using it.

Machine Learning Video Lectures

The Machine Learning Video Lectures archive contains 10 lectures on the topic of machine learning. The course is available for free on YouTube, but also has a page on Coursera’s website where you can access additional resources and quizzes.

The course is recommended for beginners who have an interest in learning more about how computers learn from data.

Overview of Lectures

This course is about machine learning. It will cover the following topics:

  • The basics of probability and statistics, including distributions and hypothesis testing
  • Classification algorithms (e.g., decision trees, logistic regression)
  • Clustering techniques (k-means clustering)
  • Unsupervised learning methods (e.g., principal components analysis, neural networks).

Machine Learning Overview

Machine learning is a subfield of artificial intelligence that focuses on algorithms that can learn from data. Machine learning is about building algorithms that can learn from data, and it’s a very broad term that encompasses many different types of algorithms, including:

  • Supervised Learning: When you have both input and output data, machine learning algorithms use this information to make predictions about future examples (for example,
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Qualities to avoid in Deciding on a Particular Education Advocate

Qualities to avoid in Deciding on a Particular Education Advocate

Are you the parent of a youngster with autism or other disability that is certainly considering obtaining an advocate to help you together with your child’s education? Would you like a brief list of qualities to avoid when deciding on a special education advocate?

This article can help you stay clear of specific damaging qualities inside a potential advocate so that you’ll be able to aid your child to receive a no-cost acceptable public education.

Excellent 1: Keep away from an advocate who has not received formal instruction in federal and state laws, and case law. Excellent advocates may have an operating understanding from the Individuals with Disabilities Education Act (federal law), as well as your state laws governing unique education. Powerful advocates do not need to memorize the law but should know where to find any info that they need. Advocates have to also know what due course of action hearings and court instances have currently occurred, to ensure that they can make use of the data to benefit your child.

Quality 2: Avoid an advocate, who has tiny to no knowledge helping parents navigate the specific education technique. However, some folks call themselves advocates, who don’t have the knowledge that they have to have, to become helpful. You do not want the advocate learning at the expense of your child’s education. Try finding an advocate at a disability organization like a Parent Information and Coaching Center (PTIC).

Quality 3: Keep away from an advocate, who guarantees you a …

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5 Things That School Psychologists Need to Involve in Education Evaluations

5 Things That School Psychologists Need to Involve in Education Evaluations

Are you the parent of a youngster with autism that can be evaluated shortly by your college district psychologist? Do you wonder what items need to be included within your child’s testing and inside the psychological report to assist ascertain your child’s educational requirements? This article will talk about the 5 factors that must be incorporated in specific education evaluations and psychological reports to benefit your child’s education.

The psychological evaluation is vital to determine if a child is eligible to obtain specific education services, and what educational solutions they demand. That is why parents need to become involved in the process of determining what style of testing is going to be done. Beneath are 5 things that have to be incorporated in a psychological report.

Item 1: Explanation for the referral

This section should specifically state why the youngster is getting referred for an evaluation. Academic difficulties, fine motor troubles, behavioral issues, speech/language issues, sensory integration issues, etc. This part of the report offers the reader a framework for the evaluation findings.

Item 2: Youngster history and background data

The psychologist demands to do a thorough history in the youngster to Consist of a health-related history and prenatal history.

This historical section should also include a full review of your child’s educational history and concluding with all the child’s existing placement.

Item 3: Youngster behavior during testing

Behavioral observations with the kid during testing are critical towards the whole psychological evaluation. It truly is not just significant how the …

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The way to Turn into a Special Education Teacher

The way to Turn into a Special Education Teacher

Get Started

Grow to be qualified. You may need two points: A State Teaching certification and (due to the fact NCLB was enacted) status as a Highly Qualified teacher inside the subjects you plan to teach. Every single state has its guidelines for teaching certification and HQ. Check with your state’s Department of Education (or equivalent department) for precise recommendations.

While it varies, the following will likely be necessary for certification: A four-year degree in special education, Or maybe a four-year degree in an additional topic area, with a master’s degree in special education. (Should you have a 4-year degree within a subject apart from education, a lot of states will allow you an emergency or temporary certificate to ensure that you might teach whilst earn your certification in Special Education.)

Discover an appropriate university or college having a plan in Special Education. Public universities normally do just together with private colleges, if not much better in some circumstances, at preparing you for working inside a public college.

Take as several elective courses as you possibly can in reading and math. Special education students are practically usually integrated within the English and math regular classrooms. This will provide you with a greater notion of their requirements. Reading instruction is also important in elementary grades.

Appear about alternative selections. In case your degree will not also make you Hugely Qualified, check your choices. Each state typically has two or three means of becoming HQ. The most direct alternative tends to be …

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Special Education - Frequent Errors Parents Make and Ways to Steer clear of Them!

Special Education – Frequent Errors Parents Make and Ways to Steer clear of Them!

Do you wonder regarding the most common blunders that parents make in advocating for their kid, receiving special education services? Would you like to be an effective advocate for the child with autism, and avoid these blunders? This article will talk about 5 popular errors that parents make in advocating for their child and how you can stay clear of them.

Errors:

1. Letting feelings get the most beneficial of you! Quite a few parents are unable to control their anger which gets within the way of their advocacy for their youngster.

2. Forgetting your inner voice! Loads of parents give too much weight to what some special education personnel says, rather than following their instincts.

3. Accepting lies from some special education personnel without difficulty. It can be important to possess functioning know-how of your federal and state special education laws so that you can recognize when you’re becoming lied to!

4. Using the B-word, when attempting to get an education for your child! The B-word is Greatest! The People with Disabilities Education Act (Notion) states that kids have the proper to a free proper public education; not the very best.

5. Enabling special education personnel to continue the year right after a year of not providing your child an appropriate education. Your child’s life will likely be ruined should you usually do not advocate every year for the education that they will need.

How You Can Steer Clear Of These Widespread Errors:

1. For anyone who is in …

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