30 Free Courses: Neural Networks, Machine Learning, Algorithms, AI

Free Courses: Neural Networks, Machine Learning, Algorithms, AI #abdsc

  • The 78-video playlist above comes from a course called Neural Networks for Machine Learning, taught by Geoffrey Hinton, a computer science professor at the University of Toronto.
  • The videos were created for a larger course taught on Coursera, which gets re-offered on a fairly regularly basis.
  • Neural Networks for Machine Learning will teach you about “artificial neural networks and how they’re being used for machine learning, as applied to speech and object recognition, image segmentation, modeling language and human motion, etc.” The courses emphasizes ” both the basic algorithms and the practical tricks needed to get them to work well.”
  • You can find the video playlist on YouTube.
  • For more free courses about computer science, click here.

The 78-video playlist above comes from a course called Neural Networks for Machine Learning, taught by Geoffrey Hinton, a computer science professor at the Uni…
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Most Popular Programming Languages For Machine Learning And Data Science

Most popular programming languages for machine learning and data science:  #tech #developers

  • Short Bytes: In recent times, the demand for machine learning and data science experts has witnessed an exponential growth.
  • So, what programming languages should one learn to land a machine learning or data science job?
  • To do this, the machine learning and data science skills were searched in conjunction with the prominent programming languages like C, Java, C++, and JavaScript.
  • Python and R were included as they are known to be popular for machine learning and data science.
  • We also see that in the past couple of years, there’s a sharp increase in the popularity of these languages in machine learning and data science’s context.

Short Bytes: In recent times, the demand for machine learning and data science experts has witnessed an exponential growth. So, what programming languages should one learn to land a machine learning or data science job? The answer lies in the languages like Python, R, and Java.
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50+ Data Science and Machine Learning Cheat Sheets

50+ #DataScience and #MachineLearning Cheat Sheets:  #BigData #Python #Rstats via .@kdnuggets

  • Cheat sheets for MySQL & SQL: For a data scientist basics of SQL are as important as any other language as well.
  • Cheat sheets for Spark: Apache Spark is an engine for large-scale data processing.
  • The essentials of Apache Spark cheatsheet explains its place in the big data ecosystem, walks through setup and creation of a basic Spark application, and explains commonly used actions and operations.
  • Cheat sheets for Python: Python is a popular choice for beginners still powerful enough to back some of the world’s most popular products and applications.
  • Cheat sheets for Django : Django is a free and open source web application framework, written in Python.


Gear up to speed and have Data Science & Data Mining concepts and commands handy with these cheatsheets covering R, Python, Django, MySQL, SQL, Hadoop, Apache Spark and Machine learning algorithms.
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Machine Learning A-Z™: Hands-On Python & R In Data Science Coupon Save 95 %

Machine Learning A-Z™: Hands-On Python & R In Data Science
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  • The course is fun and exciting, but at the same time we dive deep into Machine Learning.
  • Part 4 – Clustering: K-Means, Hierarchical Clustering
  • Part 10 – Model Selection & Boosting: k-fold Cross Validation, XGBoost
  • We will walk you step-by-step into the World of Machine Learning.
  • The course is packed with practical exercises which are based on live examples.

Coupon 100 10 15 75 Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included.
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Most Popular Programming Languages For Machine Learning And Data Science

Most popular programming languages for #machinelearning & #datascience   @fossbytes14

  • Python and R were included as they are known to be popular for machine learning and data science.
  • All major tech giants are investing heavily in machine learning and data science to improve their products.
  • To work in the field, you need to learn some particular programming languages and skills.
  • We also see that in the past couple of years, there’s a sharp increase in the popularity of these languages in machine learning and data science’s context.
  • Apart from the languages mentioned above, Scala and Julia were also included.

Short Bytes: In recent times, the demand for machine learning and data science experts has witnessed an exponential growth. So, what programming languages should one learn to land a machine learning or data science job? The answer lies in the languages like Python, R, and Java.
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Practical Machine Learning Tutorial with Python Intro p.1

Practical Machine Learning Tutorial with Python Intro p.1 | #MachineLearning #Phyton #RT

  • Python For Beginners : This course is meant for absolute beginners in programming or in python.
  • A guide for writing your own neural network in Python and Numpy, and how to do it in Google’s TensorFlow.
  • Create Interactive User Interfaces and Games with the Turtle Module
  • Start Python web programming today

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Release TensorFlow v0.12.0 RC0 · tensorflow/tensorflow · GitHub

#TensorFlow RC12 has embedding visualization built into Tensorboard.

  • Large cleanup to add second order gradient for ops with C++ gradients and improve existing gradients such that most ops can now be differentiated multiple times.
  • TensorFlow now builds and runs on Microsoft Windows (tested on Windows 10, Windows 7, and Windows Server 2016).
  • Improve trace, matrix_set_diag , matrix_diag_part and their gradients to work for rectangular matrices.
  • Added a new library for library of matrix-free (iterative) solvers for linear equations, linear least-squares, eigenvalues and singular values in tensorflow/contrib/solvers.
  • C API: Type TF_SessionWithGraph has been renamed to TF_Session , indicating its preferred use in language bindings for TensorFlow.

tensorflow – Computation using data flow graphs for scalable machine learning
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