Applied Data Science - Intermediate Level

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Top 20 Applied Data Science Courses for
Intermediate Level
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If you are looking through this, you might be
intrigued with Data Science or want to pursue a
career in Data Science. Whatever it is, you have
landed in the right place. This list article will
take you through a list of intermediate-level
courses along with top skills and learning
platforms covering this field.
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Introduction to Applied Data Science
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The data in its primary stage can be transformed
into actionable data, which is where Applied Data
Science comes into action.
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The course of action of turning raw data into
meaningful insights is known as Applied Data
Science. It investigates data to provide
functional solutions to business problems through
the application of abstract frameworks and
algorithms on primary data. It uses scientific
methods to develop questions for research and
then carry out studies that lead to decoding
solutions.
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Top Intermediate-Level Applied Data Science
Skills
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The top Applied Data Science skills that you will
need are as follows
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Machine Learning
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It is undoubtedly the most sought-after skill on
the Data Science list. Machine Learning for Data
Science and Artificial Intelligence encompasses
algorithms that are significant to Machine
Learning, such as Random Forests, K-nearest
Neighbors, Regression Models, etc.
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Data Visualization
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Data Visualization is one of the prerequisite
skills that one must master as it not only helps
in representing the final results with clarity
but also helps in understanding the data and its
vulnerability.
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Top Learning Platforms Providing Courses for
Applied Data Science
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There are multiple learning platforms providing
courses on Applied Data Science. Some of them are
listed below
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Coursera It collaborates with more than 200
leading companies and universities to provide
world-class training and development programs to
individuals all across the globe.
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edX It is developed by Harvard and MIT. It
provides university-level courses, including
free-of-cost courses in various disciplines to
learners globally.
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DataCamp It furnishes high-quality education and
stimulates data skill development promising a
more secure future in this field.
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QuickStart It is one of the industrys
pre-eminent IT skills training providers. This
cognitive learning platform is integrated with
artificial intelligence and enables multi-modal
knowledge transfer.
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Pluralsight It is a private American online
education organization providing multiple video
training sessions for IT administrators, software
developers, and technology enthusiasts through
its website.
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Future Learn It is a global online learning
platform providing first-rate online courses from
the worlds top-tier universities and portals. Be
it micro-credentials, expert tracks or short
courses, it intends to offer accredited and
unaccredited top-class learning that is both
in-demand and social.
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Codecademy It is dedicated to empowering
impressive careers in technology. It aims to
serve a diverse demographic of users and offers
complimentary coding classes in 12 different
programming languages.
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Udacity It is the offshoot of complementary
computer science classes provided in 2011 via
Stanford University. With decade-long experience
in curating digital talent at scale, it
specializes in providing a comprehensive
curriculum, personalized mentor support, and
effective outcomes.
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Corporate Finance Institute (CFI) It is a
top-rank global contributor of digital financial
modeling and evaluation training programs
specifically designed for financial analysts.
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Eduonix It is an online learning platform
offering multiple online courses with the vision
to provide a world-class learning experience.
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One Education It is the UK-rooted online
learning platform providing over 1000 quality
e-learning courses ideal for all skill levels.
Its courses are designed to equip learners with
in-demand skills and practical knowledge,
enriching their career trajectories.
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OReilly For the past four decades, OReilly has
conveyed life-changing ideas of innovators
through articles, books and their online learning
platform. It sets forth an entire plethora of
formats, including interactive tutorials, live
online training courses, case studies, videos,
etc., to equip learners with relevant insights
required to stay ahead in this ever-changing
economy.
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Skill-Lync It is an online learning company
founded in 2015 aims to deliver quality education
by leveraging technology to arm learners with the
desired technical skills to progress in their
respective career paths.
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Henry Harvin It is a comprehensive Edtech
platform rooted in India US, catering to
customers in more than 97 countries.
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Emeritus It is a subset of Eruditus Group that
collaborates with top-rank universities in Latin
America, Europe and the United States to provide
world-class education globally.
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Imarticus Learning It is a technology-oriented
educational platform that has taught more than
35,000 candidates globally.
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Skill Circle It has transformed over 10,000
learners across India and has supported them in
pursuing their dream of becoming financially
self-reliant.
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Talentedge It is Indias eminent Ed-Tech
institution and provides a plethora of courses in
association with leading International and Indian
Institutions like XLRI, IIT Delhi, IIM Kozhikode,
MICA, etc.
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Applied Data Science Courses
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Executive Development Program In Data Science
Using Python, R Excel by Talentedge
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This executive development program takes a
hands-on approach to Data Science, where you get
to work with data sets using prime tools like
Excel, R, and Python to produce meaningful
insights for businesses.
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Provider This program is offered by Xavier
Labour Relations Institute (XLRI), Jamshedpur, in
association with Talentedge.
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Pedagogy This 7-months-long instructor-paced
executive program comprises instructor-led
discussion forums, periodic assignments quizzes
and limited access to its content.
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Practical Experience The program comes with
case-based learning methods, virtual labs, and
live classes to provide better industry exposure.
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Pricing You can join this program for
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?1,00,000
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1,372
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1,006
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SkillDegree in Data Science by Skill Circle
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This online certification track is meant to
provide a sound knowledge of the five stages in
the Data Science Lifecycle.
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Pedagogy This instructor-led course comes with
16 weeks of duration and limited access to its
resources.
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Practical Experience The course modules
integrate live classes, hands-on training
sessions and an industry-grade capstone project
to enhance industry exposure.
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Career Impact The course provides complete job
assistance.
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Pricing You can join this course for
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?50,000
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686
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503
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Certificate Program in Data Science and Machine
Learning by Imarticus Learning
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This certificate program will familiarize you
with all the aspects of Data Science and Machine
Learning and equip you with relevant skills to
practice these concepts in real-life situations.
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Provider This course is provided by the Indian
Institute of Technology, Roorkee (IIT Roorkee) in
collaboration with Imarticus Learning.
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Pedagogy It adopts an instructor-paced learning
approach and features 5 months of runtime,
instructor-moderated sessions, personalized
guidance, and limited access to its content.
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Practical Experience The course reinforces
experiential learning through case-based learning
methods, hands-on training sessions, case
studies, live classes and a content-specific
capstone project.
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Career Impact The course offers complete job
assistance.
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Pricing You can join this course for
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?1,00,000
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1,372
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1,006
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Data Science for Decision Making by Emeritus
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The course offered by Singapore Management
University Executive Development (SMU ExD)
teaches how to interpret and process data to help
make sound business decisions.
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Pedagogy This 2-months-long instructor-led
certification course provides limited access to
its learning material.
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Practical Experience The key features of this
course include hands-on training sessions,
real-world case studies and case-based learning
methods.
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Pricing You can join this course for
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?1,09,290
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1,500
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1,099
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Data Science Course by Henry Harvin
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This track is exclusively designed for students
and data analysts and is meant to equip them with
relevant skills to apply Data Science in various
real-world situations.
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Pedagogy This self-led certification course
encompasses 40 hours of video content,
instructor-led forums, personalized guidance,
live classes, dedicated projects assignments
and limited access to its study material.
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Career Impact The course offers 100 placement
assistance and internship support to ensure a
practical experience of the learnings.
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Pricing You can join this course for
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?13,500
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185
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136
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Master's Program in Data Science and Machine
Learning by Skill-Lync
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This certification program is meant for python
developers, software programmers, or anyone who
wants to build a career in this field. It will
cover all aspects of Data Science and Machine
Learning.
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Pedagogy This 32-weeks-long self-led course
comes with instructor-moderated discussion forums
and lifetime access to its learning material.
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Practical Experience The course reinforces
integrated learning through hands-on training,
post-course interactions and industry-grade
capstone projects.
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Career Impact The course offers complete job
assistance.
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Pricing You can join this course for
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?2,75,000
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3,774
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2,766
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Artificial Intelligence An Overview of AI and
Machine Learning by OReilly
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This course will give an extensive overview of
Machine Learning and Artificial Intelligence
rudimentary concepts and processes.
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Pedagogy This one-day-long instructor-led
certification course features personalized
guidance, instructor-moderated discussions and
limited access to its resources.
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Practical Experience The course modules
integrate case-based learning methodologies, live
classes and case studies to enrich your learning
experience.
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Pricing You can join this course for
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?3,570
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49
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36
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Statistics Probability for Data Science
Machine Learning by One Education
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This comprehensive course discusses the
principles and methodologies essential to curate
a successful career in this field.
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Pedagogy This track follows a self-paced
learning style and comes with 11 hours of
duration, instructor-moderated sessions,
personalized guidance, regular assessments
exams and limited access to its study material.
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Credibility The course is accredited by the
Quality License Scheme, International
Accreditation Organization, and CPD Certification
Service, validating that it meets the
industry-set guidelines for continuing
professional development.
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Pricing You can join this course for
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?2,598
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36
106
26
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Hands-On Image Recognition Python Data Science
Bootcamp by Eduonix
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This track teaches how to code in Python, compute
linear regression with TensorFlow and carry out
CIFAR 10 image data and recognition.
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Pedagogy It adopts a self-paced learning
approach and comprises 5 hours of video content,
instructor-moderated discussion sessions and
lifetime access to its resources.
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Practical Experience The course curriculum
incorporates post-course interactions, hands-on
training sessions, and a comprehensive capstone
project to reinforce all-around development.
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Instructor The course will be supervised by a
highly-competent international faculty with
relevant experience in this field.
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Pricing You can join this course for
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?300
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4
115
3
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Data Science Fundamentals by Corporate Finance
Institute (CFI)
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This intermediate-level course is meant to
familiarize you with all the Data Science
processes.
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Pedagogy This self-paced certification course
encompasses 2 hours of video content,
instructor-moderated discussion forums and
lifetime access to its study material.
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Practical Experience The course comprises
hands-on training sessions and post-course
interactions to provide an integrated learning
experience.
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Pricing This course can be availed for free.
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Data Streaming Nanodegree Program by Udacity
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In this Nanodegree program, you will understand
how to process real-time data with the help of
modern data engineering tools like Kafka and
Apache Spark.
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Pedagogy This self-led certification program has
2 months of duration, personalized guidance and
limited access to its content.
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Practical Experience The course comes with
hands-on training sessions, post-course
interactions and industry-relevant capstone
projects to furnish enhanced learning outcomes.
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Career Impact The course offers complete job
support.
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Instructor This course will be conducted by a
well-qualified international faculty panel with
adequate professional experience in this
industry.
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Pricing You can join this course for
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?38,838
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533
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391
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Learn Statistics With NumPy by Codecademy
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This track will introduce you to the fundamentals
of NumPy, a popular python library that performs
numerical calculations on large datasets and
descriptive statistics.
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Pedagogy This course takes a self-paced learning
approach and features 5 hours of video content,
instructor-moderated forums and limited access to
its material.
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Practical Experience The course provides
post-course interactions and industry-relevant
capstone projects to improve learning outcomes.
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Pricing You can join this course for
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?999
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10
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Microsoft Future Ready Data Science Research
Methods on Python Programming by Future Learn
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Through this expert track, you will gain insights
into experimental data analysis and modelling.
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Provider This course is offered by CloudSwyft
Global Systems, Inc. in partnership with Future
Learn.
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Pedagogy It follows a self-paced learning style
and features 3 weeks of runtime,
instructor-moderated discussion rounds and
lifelong access to its content.
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Instructor The program has international
faculty.
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Pricing You can join this course for
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?2,842
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39
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29
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Designing a Machine Learning Model by Pluralsight

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This track provides a comprehensive overview of
how classic supervised learning techniques can
supplement traditional unsupervised methodologies
such as clustering and dimensionality reduction.
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Pedagogy This self-paced certification course
comprises 3.4 hours of video content,
instructor-led discussion sessions, self-paced
quizzes and downloadable access to its resources.
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Practical Experience The distinguishing features
of this course include case-based learning
methodologies, case studies and a
content-specific capstone project.
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Instructor The course has international faculty
with relevant professional experience in this
discipline.
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Pricing You can join this course for
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?1,499
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21
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15
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CDAP - Certified Data Analytics Professional by
QuickStart
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This certification course covers concepts like
math, statistics, visualization, etc and is
intended to prepare you for aligning and
examining large data sets and subsequently
drawing actionable insights.
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Pedagogy This self-paced certification course
features 3 days of duration, instructor-moderated
discussions and lifetime access to its study
material.
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Practical Experience The course has virtual labs
and post-course interactions to enrich your
learning experience.
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Pricing You can join this course for
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?90,245
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1,239
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908
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Data Types for Data Science in Python by DataCamp
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This course teaches how to use Python Collections
for data storage and manipulation to help in
various data scientific causes.
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Pedagogy This self-led certification program
comes with 4 hours of video content,
instructor-moderated discussions and limited
access to its learning material.
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Practical Experience The prime highlights of
this course include hands-on training sessions,
case-based learning methodologies, case studies
and virtual labs.
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Instructor The course will be led by highly
competent international faculty.
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Pricing You can join this course for
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?964
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13
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10
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Professional Certificate in Python Data Science
by edX
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This track focuses on the popular language for
Data Science, Python and covers its various
libraries and toolkits.
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Provider This certification program is provided
by IBM in collaboration with edX.
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Pedagogy This 6-months-long self-led course
comes with instructor-moderated discussions,
graded assignments exams and limited access to
its content.
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Practical Experience The course comprises a
capstone project to help put your theoretical
knowledge into practice.
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Instructor The course will be supervised by a
highly experienced international faculty panel.
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Pricing You can join this course for
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?40,048
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550
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403
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Visualizing Communicating Results in Python
With Jupyter by Coursera
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This track provides sound knowledge for
visualizing data in Jupyter Notebook.
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Provider This course is offered by Codio in
association with Coursera.
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Pedagogy It adopts a self-paced learning
approach and features 9 hours of video content,
instructor-moderated rounds, and limited access
to its material.
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Instructor The course has international faculty
with relevant experience in this industry.
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Pricing The pricing of this course is not
available.
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Data Science in Real Life by Coursera
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This course is exclusively designed for
statisticians and data scientists who are active
managers and is intended to shed light on key
concepts that will help them supervise real-life
analyses.
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Provider This track is provided by Johns Hopkins
University in association with Coursera.
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Pedagogy This self-paced certification course
comes with 7 hours of runtime, instructor-moderate
d sessions and limited access to its study
material.
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Instructor The course has international faculty
with adequate professional experience in this
sector.
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Pricing The pricing of this course is not
available.
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Logistic Regression With Python and Numpy by
Coursera
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Through this project-based track, you will be
able to create a logistic regression model with
Numpy and Python and perform exploratory data
analysis.
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Pedagogy It follows a self-led learning style
and encompasses 2 hours of video content,
instructor-moderated discussion forums, and
limited access to its resources.
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Practical Experience The course reinforces
all-around development through case studies,
virtual labs and a comprehensive capstone
project.
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Instructor The course features international
faculty.
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Pricing The pricing of this course is not
available.
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Explore Artificial Intelligence Data Science
courses
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Delve into various certification programs for
Data Science
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Scout various Applied Data Science courses
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