Best Machine Learning Courses Online

Hii, looking for best Machine Learning Courses Online and got confused ?

Don’t worry, here you’ll see top 6 hand picked Machine Learning Courses Online from Various Top Online Course provide like Coursera, udemy, edx, etc.

What is Machine Learning ?

Machine learning is an application of articial intelligence (AI) that provides systems the ability to automatically learn an improve from experience without being explicitly programmed. Machine learning focuses on the development of comput programs that can access data and use it learn for themselves.

Here is a small intro to Machine Learning.

Best Machine Learning Courses Online

free machine learning courses

Machine Learning

  • This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition.
  • Topics include: (i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI).
  • The course will also draw from numerous case studies and applications, so that you’ll also learn how to apply learning algorithms to building smart robots (perception, control), text understanding (web search, anti-spam), computer vision, medical informatics, audio, database mining, and other areas.
  • Visit Coursera Offered by Stanford

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    Deep Learning Specialization

  • Deep Learning is one of the most highly sought after skills in tech. We will help you become good at Deep Learning.
  • In this courses, you will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects.
  • You will learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and more.
  • You will work on case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing.
  • You will master not only the theory, but also see how it is applied in industry.
  • You will practice all these ideas in Python and in TensorFlow, which we will teach.
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    Visit Coursera Offered by deeplearning.ai

    online machine learning courses free

    Machine Learning with Python

  • This course dives into the basics of machine learning using an approachable, and well-known programming language, Python.
  • In this course, we will be reviewing two main components: First, you will be learning about the purpose of Machine Learning and where it applies to the real world. Second, you will get a general overview of Machine Learning topics such as supervised vs unsupervised learning, model evaluation, and Machine Learning algorithms.
  • In this course, you practice with real-life examples of Machine learning and see how it affects society in ways you may not have guessed!
  • By just putting in a few hours a week for the next few weeks, this is what you’ll get. 1) New skills to add to your resume, such as regression, classification, clustering, sci-kit learn and SciPy 2) New projects that you can add to your portfolio, including cancer detection, predicting economic trends, predicting customer churn, recommendation engines, and many more. 3) And a certificate in machine learning to prove your competency, and share it anywhere you like online or offline, such as LinkedIn profiles and social media.
  • Visit Coursera Offered by IBM

    free machine learning courses online

    Advanced Machine Learning Specialization

  • This specialization gives an introduction to deep learning, reinforcement learning, natural language understanding, computer vision and Bayesian methods.
  • Top Kaggle machine learning practitioners and CERN scientists will share their experience of solving real-world problems and help you to fill the gaps between theory and practice.
  • Upon completion of 7 courses you will be able to apply modern machine learning methods in enterprise and understand the caveats of real-world data and settings.
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    Visit Coursera Offered by National Research University Higher School of Economics

    machine learning courses online

    Machine Learning

  • You’ll learn the models and methods and apply them to real world situations ranging from identifying trending news topics, to building recommendation engines, ranking sports teams and plotting the path of movie zombies.
  • Major perspectives covered include: probabilistic versus non-probabilistic modeling supervised versus unsupervised learning
  • Topics include: classification and regression, clustering methods, sequential models, matrix factorization, topic modeling and model selection.
  • Methods include: linear and logistic regression, support vector machines, tree classifiers, boosting, maximum likelihood and MAP inference, EM algorithm, hidden Markov models, Kalman filters, k-means, Gaussian mixture models, among others.
  • Visit edX Offered by Columbia University

    free machine learning courses

    Introduction to Machine Learning for Coders!

  • Learn the most important machine learning models, including how to create them yourself from scratch, as well as key skills in data preparation, model validation, and building data products.
  • There are around 24 hours of lessons, and you should plan to spend around 8 hours a week for 12 weeks to complete the material. The course is based on lessons recorded at the University of San Francisco for the Masters of Science in Data Science program.
  • Visit Course18.fast.ai Offered by University of San Francisco

    Data from learndatasci.com

    This 6 Machine Learning courses is the best option to study Machine Learning online.

    This courses are taught by many experts teachers from Top Universities as you can see the data provided.

    Also, all this courses are free to enroll but for Certification, it is paid for some course but not for all.

    Hope, you got your best Machine Learning Course.

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