Essential Learning System vs Learn Machine Learning & AI

After 25+ years of helping millions of students learn to read in schools all across the U.S., CEI is excited to offer a version of our flagship product designed specifically for use in the comfort of your own home. ELSO accelerates learning by focusing on the core of learning problems. “It’s like physical therapy for the brain.” – Parent of CEI student WHY IS ELSO FOR ME? See if any of the following describes the learning challenges that you or your family have been facing: - My child has a distinct learning disadvantage … maybe more than one. - My child is shy, bashful and withdrawn in a classroom setting. - My child is easily distracted by the actions of other students in the classroom. - My child is learning at a level far below that of fellow classmates. - My child is falling further and further behind in school. - English is a second language for my family. - Our hectic family schedule prevents me from helping in our children’s learning. - I need extra help in home-schooling my child. - Tutoring is not available through my child’s school. - Transportation costs and scheduling prevent me from traveling to tutoring centers. - Effective tutoring with proven results costs too much. - Being older than the other students who are being tutored embarrasses my child. - I, as an adult learner, personally experience some of the above. If you relate to even one of these statements, ELSO is the answer! HOW DOES ELSO WORK? The overwhelming strength of CEI programs is the ability to accelerate learning among the most at-risk students — those with the strongest of learning disadvantages. Just as our school-based learning solutions do, ELSO accelerates learning by focusing on the very core of learning problems … faulty sensory processing. All CEI products include activities that link visual, auditory, and motor, or “hands-on,” pathways in the brain, and ELSO is no exception. ELSO capitalizes on the brain’s ability to develop more fluid pathways for automatic recognition, retention, comprehension, and application of information. Throughout over 200 lessons, the program accelerates student learning by delivering automated, individualized, and differentiated instruction that addresses the most critical instructional processes:  INDIVIDUALIZATION — Self-paced instruction to meet the individual needs and skill level of each student  MULTISENSORY LEARNING — A series of exercises that stimulate the visual, auditory, and motor-kinesthetic pathways in the brain.  INTERACTIVE LEARNING — Five steps (external stimulation, mental processing, response, immediate feedback, and reinforcement) to keep learners engaged in activities SYSTEMATIC PHONICS INSTRUCTION — Focused instruction on how to link letters and sounds to form sound-symbol relationships and spelling patterns  LANGUAGE ENRICHMENT — Words, definitions, and sentences to aid in vocabulary development and retention and to provide background knowledge. PRACTICE AND REPETITION — A wide variety of activities to provide practice in several different contexts MASTERY — Instruction, practice, and review learners need to master the program’s content. HOW IS ELSO DIFFERENT FROM OTHER ONLINE READING PROGRAMS? * ELSO adheres to educational research regarding presentation, and CEI designs its programs to limit distractions. There are no busy screens, music, or animation. Exercises present simple illustrations that reinforce instructional goals. As a result, ELSO users can focus on the information presented. * Exercise introductions and feedback are available in English and Spanish, so learners with limited English skills can use the program immediately. * Nine fonts — including one designed for users with dyslexia — are available so learners may select the one that provides the best readability for their needs. We share in your goal of achieving remarkable results, and we are committed to helping you achieve academic, social and professional success! Learn more at www.ceilearning.com.

Learn Machine Learning & AI takes you from "what is machine learning" to understanding the algorithms behind modern artificial intelligence — 105 subjects and 2,650 lessons, in pieces short enough to read on a phone. No prior AI experience required. If you can follow basic algebra and a little Python, you can follow this course. WHAT YOU WILL LEARN Machine Learning Foundations — how machine learning differs from traditional programming, the training workflow, test data, overfitting, underfitting, bias and variance, and how models are evaluated. Supervised Learning — linear and logistic regression, decision trees, random forests, support vector machines, k nearest neighbours and naive Bayes, each with the intuition behind it. Unsupervised Learning — k means and hierarchical clustering, dimensionality reduction, principal component analysis and anomaly detection. Deep Learning and Neural Networks — perceptrons, activation functions, backpropagation, convolutional networks for images, recurrent networks and LSTMs for sequences, and an introduction to transformers. Reinforcement Learning — agents, environments, rewards, Q learning and policy based methods, without heavy mathematics. Natural Language Processing — tokenization, embeddings, sentiment analysis, and how large language models are built on these ideas. Tools and Libraries — where Python, TensorFlow, Keras, scikit learn, NumPy, Pandas, H2O, OpenCV and Spark MLlib fit into a real workflow. Applied Machine Learning — healthcare, finance, recommendation systems, fraud detection, computer vision and forecasting. TEST WHAT YOU HAVE LEARNED Over 8,000 quiz questions across all 105 subjects. Ten questions per session, four options each, tied to the chapter you have been reading. Three timed difficulty levels: beginner 30 seconds per question, intermediate 20, expert 10. A session runs 5:00, 3:20 or 1:40. Pass at 70%. Filter by level, by attempted or untried, and by best score, so practice targets the algorithms you have not yet understood. Every attempt is stored. ML INTERVIEW PREPARATION 25 machine learning roles with 100 questions each — 2,500 in total — from junior ML engineer through senior, staff and principal, plus data scientist, applied scientist, MLOps, NLP and computer vision. Timed like a real screening round, scored, and saved so you can retake and compare. STUDY OFFLINE Download any subject for offline reading. Lesson text is stored on the device and stays available with no connection; images still need network. Anything you open is cached automatically. The Downloads screen shows what is saved and lets you cancel, resume or remove a subject. PROGRESS, STREAKS AND CERTIFICATES Mark lessons complete, watch the progress ring fill on every subject, and use the Continue card to return to exactly where you stopped. A daily streak counts every day you study, with an optional reminder that is off by default. Complete a subject and pass its quiz at 70% or above to unlock a certificate you can save and share. BUILT FOR LEARNING ON A PHONE Plain language first, mathematics second — every algorithm is explained in words before any notation appears. Short sections you can finish in a few minutes. Syntax highlighted code with one tap copy. Search across the whole course. Bookmarks and history, light, dark and system themes, adjustable font size, and tablet layouts. WHO IT IS FOR Students who want a second explanation when the lecture did not land. Developers moving into machine learning engineering or data science. Candidates preparing for ML and data science interviews, where the questions are still mostly about fundamentals. Professionals who need to understand what an AI system in their industry is actually doing. No video to buffer. No account required. Open your first lesson today. Questions, corrections or a topic request? Email mail@ehsanur.com — we update the app based on what learners ask for.