Deep Learning- Beginner Level

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Top 20 Deep Learning Courses for Beginner Level
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The extensive amount of unstructured and
structured data generated today along with the
advancement of algorithms has led to the rise of
deep learning. If you are somebody who is
intrigued by deep learning and wants a review of
all the beginner-level courses for it, this list
article is perfect for you.
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Introduction to Deep Learning
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Deep learning is a course of action of machine
learning (a variant of artificial intelligence)
that assimilates neural networks (a multi-layered
structure of algorithms) in 3 or more sequential
layers. Deep learning is useful while
apprehending patterns from unlabelled or
amorphous data. It is often used in image and
speech recognition and computer vision
applications in order to draw the same
conclusions as that of the human brain.
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We have constructed this list article which
consists of the top skills required, course
providers and beginner-level deep learning
courses. Read along to find out how you can start
your journey in this realm and choose a course
that is best suited for you.
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Top Deep Learning Skills Required at Beginner
Level
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The important deep learning skills that you will
need to acquire in the beginning are as follows
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Artificial neural networks
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Artificial neural networks are at the heart of
deep learning that helps computers in solving
complex problems. They may have 3 or more deep
layers to assist in answering complex questions.
Neural networks with more than 3 layers act as a
backbone of deep learning.
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Machine learning
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Deep learning is the subset of machine learning
that is applied to large sets of data. An
understanding of machine learning algorithms such
as linear regression, logistic regression,
hierarchical clustering, apriori etc is important
for deep learning.
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Top Deep Learning Learning Platforms
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There are various learning platforms available
for deep learning. The beginner level top course
providers are listed as under
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Coursera It is a US-based online course provider
that works with various universities to come up
with online courses, certifications and degrees
in varied subjects.
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edX It offers a wide range of high-quality
online courses from the worlds top universities
and institutions in various disciplines with some
courses at no charge.
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Edureka It is an online course and
certifications provider in upcoming and trending
technologies with the highest course completion
rate in the industry. They provide real-time
doubt resolution with lie instructors, 24/7
learning assistants and unlimited access to
learning resources.
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Eduonix It is a skill development organization
that provides online degrees and certifications.
Their aim is to bring world-class training
content and best learning practices to every
learner across the globe.
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Future Learn It is an online certification and
degree provider that has a course for every
professional skill that you want to master. They
have a faculty of educators from top universities
and cultural institutions.
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Udacity It is a leading certification and course
provider to train the worlds workforce in the
careers of the future. They partner with leading
technology companies to identify the critical
skills required and bring them to everybodys
doorstep.
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Top Deep Learning Courses
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We have prepared a list of the top deep learning
courses for beginners that you can refer to
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Deep Learning for Business by Coursera
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This course is provided by Yonsei University and
gives you an understanding of deep learning and
machine learning.
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Pedagogy This self-paced course has a duration
of 8 hours and comes with instructor-moderated
discussions and post-course interactions.
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Faculty This course is equipped with
international faculty with renowned degrees in
electrical engineering.
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Price You can join this course free of cost.
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Transfer Learning for Food Classification by
Coursera
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This hands-on project will allow us to train a
deep learning model that can predict the type and
flavor of food, then fine-tune it to increase its
performance.
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Pedagogy This self-paced course has a duration
of 2 hours and comes with instructor-moderated
discussions and post-course interactions.
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Hands-on approach This course has case-based
learning, virtual labs and a capstone project.
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Faculty This course is equipped with
international faculty with ample experience as a
machine learning instructors.
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Price The pricing of this course is not
available.
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Mining Quality Prediction using Machine Deep
Learning by Coursera
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This 1.5-hour-long project-based course will
teach you how to - Understand the theory behind
Simple and Multiple Linear regression.
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Pedagogy This self-paced course has a duration
of 1.5 hours and comes with instructor-moderated
discussions and post-course interactions.
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Hands-on approach This course has case-based
learning, virtual labs and a capstone project.
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Faculty This course is equipped with
international faculty with ample experience as an
instructor.
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Price The pricing of this course is not
available.
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Natural Language Processing with PyCaret by
Coursera
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This project will teach you how to use PyCaret to
perform natural language processing tasks. You'll
also learn how to compare and create models
efficiently and visualize your models.
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Pedagogy This self-paced course has a duration
of 2 hours and comes with instructor-moderated
discussions and post-course interactions.
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Hands-on approach This course has case-based
learning, virtual labs and a capstone project.
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Faculty This course is equipped with
international faculty with ample experience as an
instructor.
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Price The pricing of this course is not
available.
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Facial Expression Classification using Residual
Neural Networks by Coursera
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This hands-on project will teach learners how to
train a deep learning model that uses
Convolutional Neural networks (CNNs), and
Residual Blocks in order to detect facial
expressions.
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Pedagogy This self-paced course has a duration
of 2 hours and comes with instructor-moderated
discussions and post-course interactions.
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Hands-on approach This course has case-based
learning, virtual labs and a capstone project.
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Faculty This course is equipped with
international faculty with ample experience as an
instructor.
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Price The pricing of this course is not
available.
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Bank Loan Approval Prediction with Artificial
Neural Nets by Coursera
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This hands-on project will train and build a
simple deep neural model that can predict
approval of personal loans for people based on
factors such as age, income, location, family,
education, existing credit card or other
variables.
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Pedagogy This self-paced course has a duration
of 2 hours and comes with instructor-moderated
discussions and post-course interactions.
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Hands-on approach This course has case-based
learning, virtual labs and a capstone project.
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Faculty This course is equipped with
international faculty with ample experience as an
instructor.
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Price The pricing of this course is not
available.
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Basic Image Classification with TensorFlow by
Coursera
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This 2-hour-long project-based course will teach
you the basics of Keras with TensorFlow and how
to use it to solve basic image classification
problems.
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Pedagogy This self-paced course has a duration
of 2 hours and comes with instructor-moderated
discussions and post-course interactions.
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Hands-on approach This course has case-based
learning, virtual labs and a capstone project.
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Faculty This course is equipped with
international faculty with ample experience as a
machine learning instructors.
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Price The pricing of this course is not
available.
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Computer Vision- Image Basics with OpenCV and
Python by Coursera
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This project-based course teaches you how to use
OpenCV and Python to perform computer vision on
images using Jupyter Notebook.
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Pedagogy This self-paced course has a duration
of 2 hours and comes with instructor-moderated
discussions and post-course interactions.
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Hands-on approach This course has case-based
learning, virtual labs and a capstone project.
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Faculty This course is equipped with
international faculty with ample experience as a
machine learning instructors.
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Price The pricing of this course is not
available.
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Predicting House Prices with Regression using
TensorFlow by Coursera
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This course will teach you the basics of Keras
and TensorFlow.
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Pedagogy This self-paced course has a duration
of 2 hours and comes with instructor-moderated
discussions and post-course interactions.
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Hands-on approach This course has case-based
learning, virtual labs and a capstone project.
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Faculty This course is equipped with
international faculty with ample experience as a
machine learning instructors.
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Price The pricing of this course is not
available.
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Deep Learning Course with Tensorflow
Certification Course by Edureka
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This deep learning certification course will
teach you how to master the most popular
algorithms such as CNN, RCNN and RNN.
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Pedagogy This instructor-paced course is 5 weeks
long and comes with lifetime access,
instructor-moderated discussions and post-course
interactions.
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Hands-on approach This course offers extensive
hands-training where the learners learn the
practical application of learned concepts.
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Career impact This course offers job assistance
to its learners.
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Price You can join this course for
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?19,995
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274
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201
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Deep Learning Nanodegree Program by Udacity
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By enrolling in this course, you will learn how
to create and deploy your own deep neural network
to solve problems such as image classification,
generation, time-series prediction and model
deployment.
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Pedagogy This self-paced course has a duration
of 4 months comes with post-course interactions
and has AWS and Facebook AI as corporate sponsors.
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Hands-on approach This course is equipped with
hands-on training and capstone projects.
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Faculty The international faculty members of
this course have ample experience as instructors
and ML engineers and renowned degrees in cloud
development.
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Assessment This course provides for
self-evaluation through assignments and projects
under various modules.
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Price You can join this course for
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?77,676
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1066
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781
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Digital Skills Artificial intelligence by Future
Learn
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This course will teach you about artificial
intelligence, its history, current and future,
and show you how it can be used in the workplace.
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Pedagogy This self-paced course is 3 weeks long
and comes with lifetime access to the course
content, instructor-moderated discussions,
post-course interactions and an alumni network.
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Faculty This course has international faculty.
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Accreditations This course is accredited by The
CPD Certification Service.
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Price You can join this course absolutely free
of cost.
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Innovations in Investment Technology Artificial
intelligence by Future Learn
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This online course by the University of Michigan
teaches you how artificial intelligence
transforms investment technology.
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Pedagogy This self-paced course is 3 weeks long
and comes with lifetime access to the course
content, instructor-moderated discussions,
post-course interactions and an alumni network.
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Faculty This course has international faculty.
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Price You can join this course for
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?900
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The Deep Learning Masterclass Classify Images
with Keras by Eduonix
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With this course, you will build models with
Python, TensorFlow, PyCharm, API CIFAR-10 and
learn machine learning, neural networks and
convolutions.
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Pedagogy This self-paced course has a duration
of 6.1 hours and comes with lifetime access,
instructor-moderated discussions and post-course
interactions.
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Hands-on approach This course provides a
capstone project towards the end of the course.
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Faculty This course has international faculty
with ample experience as an instructor.
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Price You can join this course for
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?300
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Tensorflow for Beginners by Eduonix
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This course is a complete guide for building
machine learning and deep learning solutions
using Tensorflow.
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Pedagogy This self-paced course has a duration
of 4 hours and comes with lifetime access,
instructor-moderated discussions and post-course
interactions.
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Hands-on approach This course provides a
capstone project towards the end of the course.
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Faculty This course has international faculty
with ample experience as an instructor.
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Price You can join this course for
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?300
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Concepts for the Future by Eduonix
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This course will lead you through the basics all
the way up to understanding artificial
intelligence and machine learning and how to
implement them in their own games and programs.
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Pedagogy This self-paced course has a duration
of 2.41 hours and comes with lifetime access,
instructor-moderated discussions and post-course
interactions.
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Hands-on approach This course provides a
capstone project towards the end of the course.
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Faculty This course has international faculty
with ample experience as an instructor.
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Price You can join this course for
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?2500
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CS50s Introduction to Artificial Intelligence
with Python by edX
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This course, provided by Harvard University, is a
guide that teaches you the usage of Python in
machine learning.
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Pedagogy This self-paced course is 7 weeks long
and comes with lifetime access,
instructor-moderated discussions and post-course
interactions.
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Faculty This course has international faculty
working as professors and preceptors at Harvard
University.
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Assessment This course comes with graded
assignments and exams for self-evaluation.
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Price You can join this course free of cost.
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AI for Everyone Master the Basics by edX
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Understand the applications of artificial
intelligence and key concepts such as machine
learning, deep learning, and neural networks by
enrolling in this course offered by IBM.
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Pedagogy This self-paced course is 4 weeks long
and comes with lifetime access,
instructor-moderated discussions and post-course
interactions.
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Faculty This course has international faculty
working as a data science program director at IBM.
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Assessment This course comes with graded
assignments and exams for self-evaluation.
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Price You can join this course for
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?7675
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105
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Professional Certificate in Foundations of AI by
edX
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This course is offered by IBM and teaches you how
to implement real-life AI solutions across
industries without programming knowledge.
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Pedagogy This self-paced course is 4 months long
and comes with lifetime access,
instructor-moderated discussions and post-course
interactions.
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Faculty This course has international faculty
working as a data science program director at IBM.
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Assessment This course comes with graded
assignments and exams for self-evaluation.
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Price You can join this course for
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?20,722
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Professional Certificate in Fundamentals of
Google AI for Web-Based Machine Learning by edX
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This program is offered by Google and will
introduce you to the disruptive technology of
machine learning and artificial intelligence.
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Pedagogy This self-paced course is 2 months long
and comes with instructor-moderated discussions
and post-course interactions.
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Faculty This course has international faculty
working as senior developer relations engineers
for TensorFlow.js.
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Price You can join this course for
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?27,769
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279
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Explore Artificial Intelligence and Data Science
courses
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Explore Artificial Intelligence courses
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Explore Deep Learning courses
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