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Human Learning courses 78

Learn Human Learning online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Showing 78 courses

DeepLearning.AI

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

4.963,547 ratings

In the second course of the Deep Learning Specialization, you will open the deep learning black box to understand the processes that drive performance and generate good results systematically. By the end, you will learn the best practices to train and develop test sets and analyze bias/variance for…

  • Coursera
  • At the rate of 5 hours a week, it typically takes 5 weeks to complete this cour…
  • Self-paced
  • Paid certificate

DeepLearning.AI

Neural Networks and Deep Learning

4.9123,818 ratings

In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning. By the end, you will be familiar with the significant technological trends driving the rise of deep learning; build, train, and apply fully connected deep neural ne…

  • Coursera
  • At the rate of 5 hours a week, it takes roughly 5 weeks to finish each course i…
  • Self-paced
  • Paid certificate

DeepLearning.AI

Structuring Machine Learning Projects

4.850,168 ratings

In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader. By the end, you will be able to diagnose errors in a machine learning system; prioritize strategies fo…

  • Coursera
  • At the rate of 5 hours a week, it typically takes 4 weeks to complete this cour…
  • Self-paced
  • Paid certificate

DeepLearning.AI

Sequence Models

4.831,293 ratings

In the fifth course of the Deep Learning Specialization, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language processing (NLP), and more. By the end, you will be able to build and t…

  • Coursera
  • At the rate of 5 hours a week, it typically takes 5 weeks to complete this cour…
  • Self-paced
  • Paid certificate

University of Washington

Machine Learning: Regression

4.85,585 ratings

Case Study - Predicting Housing Prices In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number of bedrooms and bathrooms,...). This is just one of the many places where regression can be applied. Ot…

  • Coursera
  • 6 weeks of study, 5-8 hours/week
  • Self-paced
  • Paid certificate

University of Michigan

Securing Digital Democracy

4.8173 ratings

In this course, you'll learn what every citizen should know about the security risks--and future potential — of electronic voting and Internet voting. We'll take a look at the past, present, and future of election technologies and explore the various spaces intersected by voting, including computer…

  • Coursera
  • 2-3 hours/week
  • Self-paced
  • Paid certificate

University of Washington

Machine Learning: Classification

4.73,739 ratings

Case Studies: Analyzing Sentiment & Loan Default Prediction In our case study on analyzing sentiment, you will create models that predict a class (positive/negative sentiment) from input features (text of the reviews, user profile information,...). In our second case study for this course, loan def…

  • Coursera
  • 7 weeks of study, 5-8 hours/week
  • Self-paced
  • Paid certificate

University of Washington

Machine Learning: Clustering & Retrieval

4.72,369 ratings

Case Studies: Finding Similar Documents A reader is interested in a specific news article and you want to find similar articles to recommend. What is the right notion of similarity? Moreover, what if there are millions of other documents? Each time you want to a retrieve a new document, do you need…

  • Coursera
  • 6 weeks of study, 5-8 hours/week
  • Self-paced
  • Paid certificate

Yale University

Journey Conversations: Weaving Knowledge and Action

4.8164 ratings

Journey of the Universe weaves together the discoveries of the evolutionary sciences together with humanities such as history, philosophy, art, and religion. This course draws on the Journey of the Universe Conversations, a series of 20 interviews with scientists and environmentalists. The first 10…

  • Coursera
  • 2 hours of viewing lectures/week and 2 hours of reading books and articles/week
  • Self-paced
  • Paid certificate

Johns Hopkins University

Practical Machine Learning

4.53,269 ratings

One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will provide basic grounding in concepts…

  • Coursera
  • 8 hours
  • Self-paced
  • Paid certificate

Johns Hopkins University

Data Science Capstone

4.51,241 ratings

The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academic partners.

  • Coursera
  • 4-9 hours/week
  • Self-paced
  • Paid certificate

IBM

Machine Learning with Python

4.718,465 ratings

Python is a core skill in machine learning, and this course equips you with the tools to apply it effectively. You’ll learn key ML concepts, build models with scikit-learn, and gain hands-on experience using Jupyter Notebooks. Start with regression techniques like linear, multiple linear, polynomia…

  • Coursera
  • 5-6 weeks of study, 3-6 hours per week
  • Self-paced
  • Paid certificate

Google Cloud

Production Machine Learning Systems

4.61,036 ratings

In this course, we dive into the components and best practices of building high-performing ML systems in production environments. We cover some of the most common considerations behind building these systems, e.g. static training, dynamic training, static inference, dynamic inference, distributed T…

  • Coursera
  • 5 - 7 hours per week
  • Self-paced
  • Paid certificate

Great Learning

Reinforcement Learning with Python

4.5253 ratings

Reinforcement Learning in Python is an eminent area of modern research in artificial intelligence. It differs from supervised and unsupervised learning but is about how humans learn in real life. It is the science of decision-making and allows the creation of optimal behavior simulations to obtain…

  • Great Learning Academy
  • 5.5 hours
  • Self-paced
  • Free course
  • Free certificate
  • Intermediate

University of Washington

Machine Learning Foundations: A Case Study Approach

4.613,557 ratings

Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with specialists about anything from regression and classification to deep learning and recommender systems?…

  • Coursera
  • 6 weeks of study, 5-8 hours/week
  • Self-paced
  • Paid certificate

University of Michigan

Applied Machine Learning in Python

4.68,813 ratings

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods. The course will start with a discussion of how machine learning is different than descriptive statistics, and introduce the scikit learn toolk…

  • Coursera
  • 32 hours
  • Self-paced
  • Paid certificate

University of California San Diego

Machine Learning With Big Data

4.62,506 ratings

Want to make sense of the volumes of data you have collected? Need to incorporate data-driven decisions into your process? This course provides an overview of machine learning techniques to explore, analyze, and leverage data. You will be introduced to tools and algorithms you can use to create mac…

  • Coursera
  • 5 Weeks, 3 - 5 hours per week
  • Self-paced
  • Paid certificate

University of Washington

Computational Neuroscience

4.61,147 ratings

This course provides an introduction to basic computational methods for understanding what nervous systems do and for determining how they function. We will explore the computational principles governing various aspects of vision, sensory-motor control, learning, and memory. Specific topics that wi…

  • Coursera
  • 24 hours
  • Self-paced
  • Paid certificate

Yale University

The Worldview of Thomas Berry: The Flourishing of the Earth Community

4.7139 ratings

Thomas Berry (1914-2009) was a historian of world religions and an early voice awakening moral sensibilities to the environmental crisis. He is known for articulating a “new story” of the universe that explores the implications of the evolutionary sciences and cultural traditions for creating a flo…

  • Coursera
  • 7 weeks of study, 1-3 hours/week
  • Self-paced
  • Paid certificate

University of Illinois Urbana-Champaign

Data Mining Project

4.551 ratings

Note: You should complete all the other courses in this Specialization before beginning this course. This six-week long Project course of the Data Mining Specialization will allow you to apply the learned algorithms and techniques for data mining from the previous courses in the Specialization, inc…

  • Coursera
  • 15 hours
  • Self-paced
  • Paid certificate

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