Title: Deep Learning- Intermediate Level
1Top 20 Deep Learning Courses for Intermediate
Level
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3The 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 Intermediate-level courses for it, this
list article is perfect for you.
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5Introduction to Deep Learning
6Deep 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.
7We have constructed this list article which
consists of the top skills required, course
providers and Intermediate-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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9Top Deep Learning Skills Required at Intermediate
Level
10The important deep learning skills that you will
need to acquire in the beginning are as follows
11Artificial neural networks
12Artificial 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.
13Machine learning
14Deep 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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16Top Deep Learning Learning Platforms
17There are various learning platforms available
for deep learning. The Intermediate level top
course providers are listed as under
18Coursera 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.
19Future 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.
20Eduonix 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.
21edX 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.
22Udacity 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
23Codecademy It is an online skill development
platform with the goal of setting an interactive
way of learning that is engaging, flexible and
accessible globally.
24Datacamp It equips companies and individuals
with all the skills they need to work with data
in the real world. Their USP is that they provide
a hands-on learning experience with interactive
exercises, short videos and job assistance.
25PluralSight It is an online course provider with
over 1500 expert authors, and 1700 employees
and is trusted by 70 of the Fortune 500
companies. Their aim is to create progress
through technology and develop the skills of
tomorrow.
26OReilly With a range of formats including live
online training courses, interactive tutorials,
books, videos and case studies, it equips all
members of the workforce with the insight they
need to stay ahead in an ever-changing economy.
27Guvi It is an online platform based in India
that offers free and paid coding courses to
learners in Indian languages such as Tamil,
Hindi, Bengali etc. Its mission is to make tech
education accessible in all Indian native
languages.
28Skill-Lync It provides industry-relevant courses
in mechanical, electrical, civil, and computer
science engineering for students in India and
other parts of the world. It caters to most
Engineering Programs with the courses designed to
bridge the gap between academia industry.
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30Top Deep Learning Courses
31We have prepared a list of the top deep learning
courses for intermediate-level learners that you
can refer to
32Advanced Deep Learning using Python by Skill-Lync
33This program gives learners an advanced view of
deep learning applications to kickstart their
career as deep learners.
34Pedagogy This self-paced course has a duration
of 12 weeks and comes with lifetime access,
instructor-moderated discussions and post-course
interactions.
35Hands-on approach This course provides hands-on
training and a capstone project to its learners
for a real-time experience.
36Career impact Job assistance is another feature
of this course.
37Assessment The assessment program of this course
involves graded assignments and projects for
self-evaluation.
38Price You can join this course for
39?45K
40618
41453
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43Keras for Beginners by Guvi
44The course focuses on Keras's environment and
deep learning.
45Pedagogy This self-paced course has a duration
of 15 hours and comes with lifetime access to the
course content.
46Hands-on approach This course provides hands-on
training and a capstone project towards the end.
47Career impact This course provides job
assistance and enriches learners.
48Faculty The faculty of this course ensures
personalized teaching for its learners.
49Price You can join this course for
50?1799
5125
5218
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54Deep Learning using Pytorch by Guvi
55This course will make you familiar with skills
such as Python programming, deep learning,
machine learning techniques and artificial
intelligence.
56Pedagogy This self-paced course has a duration
of 8 hours and comes with lifetime access to the
course content.
57Hands-on approach This course provides hands-on
training and a capstone project towards the end.
58Career impact This course provides job
assistance and enriches learners.
59Faculty The faculty of this course ensures
personalized teaching for its learners.
60Price You can join this course for
61?1799
6225
6318
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65Hands-on Transfer Learning for NLP with BERT by
OReilly
66This training will teach you how to use BERT to
solve modern NLP tasks such as information
retrieval, sequence class/regression, and
question/answering.
67Pedagogy This self-paced course extends for 1
day and comes with instructor-moderated
discussions and post-course interactions.
68Hands-on approach This course has case studies,
live classes and human interactions.
69Faculty This course has faculty members who
ensure personalized teaching for their learners.
70Price You can join this course for
71?3570
7249
7336
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75Image Classification with TensorFlow and Keras by
OReilly
76This workshop will teach you how to train deep
learning models for image classification.
77Pedagogy This self-paced course extends for 1
day and comes with instructor-moderated
discussions and post-course interactions.
78Hands-on approach This course has case studies,
live classes and human interactions.
79Faculty This course has faculty members who
ensure personalized teaching for their learners.
80Price You can join this course for
81?3570
8249
8336
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85AI superstream NLP in production by OReilly
86This is a series that offers insights from the
best minds in AI. This series will give you a
better understanding of the most recent
technologies and tools that can be used to keep
your company competitive.
87Pedagogy This self-paced course extends for 1
day and comes with instructor-moderated
discussions and post-course interactions.
88Hands-on approach This course has case studies,
live classes and human interactions.
89Faculty This course has faculty members who
ensure personalized teaching for their learners.
90Price You can join this course for
91?3570
9249
9336
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95Build a Machine Learning Workflow with Keras
TensorFlow 2.0 by Pluralsight
96This course focuses primarily on Keras, which is
part of TensorFlow 2.0.
97Pedagogy This self-paced course has a duration
of 3.25 hours and comes with downloadable
courses, instructor-moderated discussions and
post-course interactions.
98Hands-on approach This course emphasizes
case-based learning and provides capstone
projects towards the end.
99Faculty This course has international faculty.
100Assessment This course uses short and self-paced
quizzes to test retention of course material.
101Price You can join this course for
102?1499
10321
10415
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106Building Machine Learning Solutions with
TensorFlow.js by Pluralsight
107This course will teach you how to use
TensorFlow.js for machine learning and
deep-learning models.
108Pedagogy This self-paced course has a duration
of 4.12 hours and comes with downloadable
courses, instructor-moderated discussions and
post-course interactions.
109Hands-on approach This course emphasizes
case-based learning and provides capstone
projects towards the end.
110Faculty This course has international faculty.
111Assessment This course uses short and self-paced
quizzes to test retention of course material.
112Price You can join this course for
113?1499
11421
11515
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117Deploying TensorFlow Models to AWS, Azure and the
GCP by Pluralsight
118This course will show you how to get your model
into production on the platform that suits your
needs.
119Pedagogy This self-paced course has a duration
of 2.18 hours and comes with downloadable
courses, instructor-moderated discussions and
post-course interactions.
120Hands-on approach This course emphasizes
case-based learning and provides capstone
projects towards the end.
121Faculty This course has international faculty.
122Assessment This course uses short and self-paced
quizzes to test retention of course material.
123Price You can join this course for
124?1499
12521
12615
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128Building Recommendation Engines in Python by
Datacamp
129This course will show you how to create your own
recommendation engine.
130Pedagogy This self-paced course extends for 4
hours and comes with instructor-moderated
discussions and post-course interactions.
131Hands-on approach This course emphasizes
hands-on training and virtual labs for its
learners.
132Faculty This course has international faculty.
133Price You can join this course for
134?964
13513
13610
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138Introduction to Deep Learning with Keras by
Datacamp
139This course will teach you how to forecast
asteroid tracks and how binary classification can
be used to differentiate between real and fake
dollar bills.
140Pedagogy This self-paced course extends for 4
hours and comes with instructor-moderated
discussions and post-course interactions.
141Hands-on approach This course emphasizes
hands-on training and virtual labs for its
learners.
142Faculty This course has international faculty.
143Price You can join this course for
144?964
14513
14610
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148Introduction to Deep Learning with PyTorch by
Datacamp
149This course will teach you how to use PyTorch,
and how to create your first neural network with
the MNIST dataset.
150Pedagogy This self-paced course extends for 4
hours and comes with instructor-moderated
discussions and post-course interactions.
151Hands-on approach This course emphasizes
hands-on training and virtual labs for its
learners.
152Assessment The assessment program of this course
consists of 53 exercises to help learners
understand all the core concepts.
153Faculty This course has international faculty.
154Price You can join this course for
155?964
15613
15710
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159Image Processing with Keras in Python by Datacamp
160This course will teach you how to train and
evaluate convolutional neural networks.
161Pedagogy This self-paced course extends for 4
hours and comes with instructor-moderated
discussions and post-course interactions.
162Hands-on approach This course emphasizes
hands-on training and virtual labs for its
learners.
163Faculty This course has international faculty.
164Price You can join this course for
165?964
16613
16710
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169Text Generation by Codecademy
170This course will introduce language generation
and machine translation using long-term memory
networks (LSTM), recurrent neural networks (RNN),
and other networks.
171Pedagogy This self-paced course is 1 hour long
and comes with instructor-moderated discussions
and post-course interactions.
172Hands-on approach This course provides a
capstone project towards the end.
173Price You can join this course for
174?999
17513
17614
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178Deep Reinforcement Learning Nanodegree Program by
Udacity
179This course increases your deep learning and
reinforcement-learning expertise and equips you
with the skills necessary to understand and
create your own algorithms.
180Pedagogy This self-paced course has a duration
of 4 months and comes with post-course
interactions.
181Hands-on approach This course is equipped with
hands-on training and a capstone project.
182Career impact This course extends job assistance
to its learners.
183Assessment This course provides assessment
through regular projects under different modules.
184Faculty This course has international faculty
who emphasize personalized teaching for its
learners.
185Price You can join this course for
186?77,676
1871066
188781
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190Deep Learning with Tensorflow by edX
191This course will show you how to use deep
learning with TensorFlow for this type of data in
order to solve real-world problems.
192Pedagogy This self-paced course extends for 5
weeks and comes with lifetime access,
instructor-moderated discussions and post-course
interactions.
193Faculty This course has international faculty.
194Assessment The assessment method of this course
consists of graded assignments and exams.
195Price You can join this course for
196?7675
197105
19877
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200Artificial Neural Network for Regression by
Eduonix
201This course helps you learn how to build and
implement an Artificial Neural Network using
Python from scratch.
202Pedagogy This self-paced course has a duration
of 1 hour and comes with lifetime access,
instructor-moderated discussions and post-course
interactions.
203Faculty This course has international faculty.
204Price You can join this course for
205?299
2064
2073
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209Applied Artificial Intelligence Speech
Recognition Systems by Future Learn
210This course will help you understand the basic
components of modern Automatic Speech Recognition
(ASR).
211Pedagogy This self-paced course has a duration
of 3 weeks and comes with lifetime access,
instructor-moderated discussions and post-course
interactions.
212Faculty This course has international faculty
who provide an alumni network to the learners.
213Accreditations This course is accredited by
Microsoft.
214Price You can join this course for
215?2842
21639
21729
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219Introduction to Embedded Machine Learning by
Coursera
220This course will provide you with the vocabulary
and concepts necessary for understanding the
basics of machine learning.
221Pedagogy This self-paced course has a duration
of 17 hours and comes with lifetime access, and
instructor-moderated discussions.
222Hands-on approach This course is equipped with
hands-on training.
223Price You can join this course free of cost.
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225Machine Translation by Coursera
226This MOOC will explain the basics of machine
translation.
227Pedagogy This self-paced course has a duration
of 27 hours and comes with lifetime access, and
instructor-moderated discussions.
228Hands-on approach This course is equipped with
hands-on training.
229Price You can join this course free of cost.
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231Explore Artificial Intelligence and Data Science
courses
232Explore Artificial Intelligence courses
233Explore Deep Learning courses
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