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MAKE IT
BIG WITH BIG DATA ANALYTICS
w w w . u p x a c a d e m y . c o m
ABOUT US
Powered by IT major Tech Mahindra, UpX Academy is an ed-tech platform that provides professional training in Data Science, Artificial Intelligence & Big Data Analytics delivered by industry experts who have 7+ years of experience in the above areas.
Formulated by industry experts, our application based learning methodology allows one to integrate real-world projects to their profiles as they undergo training.
02
INDEX
01. Faculty 04
02. Applications 05
03. Leaders Speak & Opportunities 06
04. Subjects & Tracks 07
05. Course Fees 13
06. Career Support 18
07. Curriculum 21
08. FAQs 40
09. Coordinates 42
03
OUR FACULTY
Our world-class faculty are experienced working professionalsworking in senior positions of top-tier companies like
04
COMMON APPLICATIONSOF BIG DATA & DATA SCIENCE
Shopping recommendationsto enhance customer experience
Analyse purchase patternsand behaviour to optimizecustomer experience
Friend suggestions andTargeted Advertising
Identify credit risk and frauddetection
Customized entertainment and music listings
Determine dynamic pricingbased on tra�c congestion
05
The Job of the FutureData Scientist -The sexiest job of 21st century - Harvard Business Review
High Demand, Low SupplyBy 2018, US alone will have a shortage of ~1.5 million Big Data skilled professionals - McKinsey
Attractive SalariesA Data Scientist draws an average salary of $118,000 – 2X higher than that of a software engineer - Glassdoor
LEADERS SPEAK
A GATEWAY TO A WORLD OF NEW OPPORTUNITIES
IoT Social Media E-CommerceHealthcareBanking & Finance
RetailTelecom HR
06
SUBJECTS & TRACKS
07
ARTIFICIAL INTELLIGENCE TRACK
MACHINE LEARNINGFOR ARTIFICIALINTELLIGENCE
DEEP LEARNINGSPECIALIZATION
TECH MAHINDRACERTIFICATION PROGRAM INARTIFICIAL INTELLIGENCE
28 weeks
5 w
6 w
3 w
3 w
9 w
Basics of DeepLearning
Additional MachineLearning Concepts*
Applied DataScience with
Python
2 w
12 weeks
3 w
9 w
Additional MachineLearning Concepts*
Applied DataScience with
Python
21 weeks
3 w
3 w
9 w
Basics of DeepLearning
Additional MachineLearning Concepts*
Applied DataScience with
Python
6 w
W - weeks
Natural LanguageProcessing
Natural LanguageProcessing
Computer Vision
Deep Learningapplications in
industry
* Recorded
NEWLAUNCH
08
DATA SCIENCE TRACK
FOUNDATION SPECIALIZATION ADVANCED TECH MAHINDRACERTIFICATION PROGRAM INDATA SCIENCE
6 w
6 weeks
Data analytics with Python
24 weeks
5 w
3 w
4 w
6 w
6 w
Deep Learningusing NLP(Recorded)
Advanced MachineLearning(Recorded)
Tableau
MachineLearning
Data analytics with Python
16 weeks
4 w
6 w
6 w
Tableau
MachineLearning
Data analytics with Python
12 weeks
6 w
6 w
MachineLearning
Data analytics with Python
W - weeks
09
BIG DATA ANALYTICS PROGRAMME(Combination of Big Data & Data Science tracks)
Big Data Tracks
Data Science Tracks
ADVANCED TECH MAHINDRACERTIFICATION PROGRAM INBIG DATA ANALYTICS
SPECIALIZATION
12 weeks
7 wHadoop
22 weeks
6 wSpark
7 wHadoop
31 weeks
5 w
5 w
4 w
5 wMachine Learning
4 wMongoDB,HBaseSqoop & Flume
(Recorded)
6 wSpark
7 wHadoop
W - weeks
Tableau
MachineLearning
Data analytics with Python
Data analytics with Python
5 w 5 wData analytics with Python
10
PROJECTS
Uncover user hidden activitypattern that is using facebook data
Tackle the curse of dimensionality reduction and predict the time taken to pass testingfor a new Mercedes car model
Assign customers into groups based onsimilarity in their purchase behavior toenhance sales and resource management.
Analyse visa chances for Data Scientistsunder H1B category
Build a movie recommendation systemusing Machine learning methods
11
PROJECTS
Identify cancer using personalizedmachine learning product
Develop an AI model to predict Uberdemand during any day and time
Use NLP to develop intelligent system which analyze human conversations
Use linear regression to estimate car prices
Distinguish healthy people from those with Parkinson’s disease based on voice recordings taken from individuals.
12
COURSE FEES
13
TECH MAHINDRA CERTIFICATION PROGRAMMES
1000006 Months
Tech Mahindra Certification in Big Data Analytics 59000
1000006 Months
59000Tech Mahindra Certification in Data Science
6 Months
Tech Mahindra Certification in Artificial Intelligence
6 Month Certificate Programme Duration Course Fee Discounted Fee
Enrolment deadline is22nd December
Next Batch Starts on 4th January
EMI options with ICICI, HDFC, Axis, AMEX,
IndusInd & Kotak Mahindra
Instructor-led weekend courses
Additional Discount on group enrolments
Use coupon code UPX6M on our website to avail discount on Tech Mahindra Certification in Data Science & Big Data Analytics programme.Use coupon code UPXAI6M on our website to avail discount on Tech Mahindra certification in Artificial Intelligence`
14
105000 61950
Inclusive of GST
ARTIFICIAL INTELLIGENCE TRACKS
4200012 weeksMachine Learning for Artificial Intelligence 24780
8400021 weeks 49560Deep Learning Specialization
10500028 weeks 61950Tech Mahindra Certification in Artificial Intelligence
Courses Duration Course Fee Discounted Fee
Enrolment deadline is22nd December
Next Batch Starts on 4th January
EMI options with ICICI, HDFC, Axis, AMEX,
IndusInd & Kotak Mahindra
Instructor-led weekend courses
Additional Discount on group enrolments
Use coupon code UPXAISP to avail discount on our website on Machine Learning for Artificial Intelligence ProgrammeUse coupon code UPXAIAD to avail discount on our website on Deep Learning Specialization Programme`
15
Inclusive of GST
DATA SCIENCE TRACKS
2500006 weeksData Science Foundation 23600
5000012 weeks 35400Data Science Specialization
10000024 weeks 59000Tech Mahindra Certification in Data Science
Courses Duration Course Fee Discounted Fee
Enrolment deadline is22nd December
Next Batch Starts on 4th January
EMI options with ICICI, HDFC, Axis, AMEX,
IndusInd & Kotak Mahindra
Instructor-led weekend courses
Use coupon code UPXDSAD to avail discount on our website on advanced Programme
Use coupon code UPXDSFD to avail discount on our website on foundation ProgrammeUse coupon code UPXSP to avail discount on our website on specialization Programme
`
7800016 weeks 46020Advanced Data Science
Additional Discount on group enrolments
16
Inclusive of GST
BIG DATA ANALYTICS TRACKS
5000012 weeksBig Data Analytics Specialization 35400
7800022 weeks 46020Advanced Big Data Analytics
10000031 weeks 59000Tech Mahindra Certification in Big Data Analytics
Courses Duration Course Fee Discounted Fee
Enrolment deadline is22nd December
Next Batch Starts on 4th January
EMI options with ICICI, HDFC, Axis, AMEX,
IndusInd & Kotak Mahindra
Instructor-led weekend courses
Additional Discount on group enrolments
Use coupon code UPXSP to avail discount on our website on specialization ProgrammeUse coupon code UPXBDAD to avail discount on our website on advanced Programme`
Inclusive of GST
17
CAREER SUPPORT
Placements in Tech Mahindra*
Interview preparation guides
Exclusive Resume workshop
session by an expert
Integrating real world projects to make your
resume world class
Exclusive Industry immersion Sessions
Extra sessions on cutting edge technologies
18
COURSE FEATURES
CurriculumDesigned by expertsto make you industry
ready
Application based learningTheory
Hands-onCase study
Project
Dedicated Student Support Team
Beyond classroom hours
Industry specific projectsBFSI, Retail, Healthcare,
Entertainment, Airlines & Sports
Discussion forumAlways buzzing with
students interacting with each other
19
LEVEL 1 LEVEL 2
CERTIFICATION CERTIFICATEOF COMPLETION
Placement opportunity in Tech Mahindra from 2019*
CERTIFICATION
* Terms & Conditions apply20
CURRICULUM
21
ARTIFICIAL INTELLIGENCE22
Module 06: Step into the world of Data Science
Module 01: Introduction to Data Science
Module 02: Introduction to Python
Module 03: Descriptive statistics and Probability DistributionsModule 04: Important Packages in Data Science (Numpy and Pandas)Module 05: Charting Fundamentals with Matplotlib and Seaborn
Week 01
Week 02
Week 03
Week 04 Module 07: Introduction to Machine Learning
Module 08: Linear and Logistic Regression
Applied Data Science with Python & Additional Machine Learning Concept
DURATION : 12 WEEKS
ARTIFICIAL INTELLIGENCE- MACHINE LEARNING FOR AI
23
Module 12: Support Vector Machine
Module 09: Linear and Logistic RegressionModule 10: Decision Tree and Random Forest
Module 11: Boosting
Week 05
Week 06
Week 07
Week 08 Module 13: Stacking
Applied Data Science with Python & Additional Machine Learning Concept
DURATION : 12 WEEKS
ARTIFICIAL INTELLIGENCE- MACHINE LEARNING FOR AI
Module 14: Unsupervised learning (Anomaly Detection)Module 15: Research Methodology in Machine Learning
Week 09
Week 10 Module 16: PCA and LDAModule 17: KNN
24
Applied Data Science with Python & Additional Machine Learning Concept
DURATION : 12 WEEKS
ARTIFICIAL INTELLIGENCE- MACHINE LEARNING FOR AI
Module 18: Kmeans ClusteringModule 19: Market Basket Analysis
Module 20: Recommender Systems
Week 11
Week 12
25
Basics of Deep Learning & Natural Language Processing
DURATION : 21 WEEKS
ARTIFICIAL INTELLIGENCE- DEEP LEARNING SPECIALIZATION
MACHINE LEARNING FOR AI
Module 23: Introduction to Neural Networks
Module 21: Introduction to Deep Learning
Module 22: Basics of tensor�ow programmig
Week 13
Week 14
Week 15
Week 16 Module 24: Introudction to Spacy Toolkit - it's DataStructures & ModelsModule 25: Basic Text Classi�cation Model
Module 26: Word Vectors & RepresentationWeek 17
Module 27: RNN & CNN in Text Classi�cationWeek 18 26
Basics of Deep Learning & Natural Language Processing
DURATION : 21 WEEKS
ARTIFICIAL INTELLIGENCE- DEEP LEARNING SPECIALIZATION
Module 31: NLP Production Grade Use case
Module 28: Transfer Learning in NLP
Module 29: Transformer Based Text Models - Elmo, GPT2 & Bert
Module 30: Standard Text Problems - Classi�cation,
Entity Prediction, Sentiment Analysis
Week 19
Week 20
Week 21
27
Computer Vision & Deep Learning Applications in Industry
DURATION : 28 WEEKS
TECH MAHINDRA CERTIFICATION PROGRAM IN AI
DEEP LEARNING SPECIALIZATION
Module 32: Image Processing Fundamentals
Module 33: Convolutional Neural Networks
Module 34: Popular CNN Architectures and transfer learning
Week 22
Week 23
Week 24 Module 35: Object Localization
Module 36: Object Detection
Module 37: Tensor�ow Object Detection APIWeek 25
Module 38: Image SegmentationWeek 2628
Computer Vision & Deep Learning Applications in Industry
DURATION : 28 WEEKS
TECH MAHINDRA CERTIFICATION PROGRAM IN AI
Module 40: Model interpretability and AutoML in DL
Module 39: Autoencoders & Generative Adversarial NetsWeek 27
Week 28
29
DATA SCIENCE30
DATA SCIENCE - FOUNDATION
DURATION : 6 WEEKS
Data Analytics with Python
Module 1: Data Science fundamentals
Module 2: Introduction to Python
Module 3: Playing around with Python
Module 4: Introduction to Descriptive Statistics
Week 01
Week 02
Module 5: Introduction to Probability and Distributions
Module 6: Introduction to Numpy
Module 7: Data manipulation with Pandas
Module 8: Introduction to Inferential Statistics
Module 9: Hands on with Inferential Statistics
Module 10: Data Visualization in Python
Week 03
Week 04
Week 05
Module 11: Exploratory Data AnalysisWeek 06
31
DATA SCIENCE - SPECIALIZATION
DURATION : 06 WEEKS
Machine Learning
FOUNDATION
Module 05: Model evaluation techniques and dimensionality reduction using PCAModule 06: KNN (K- Nearest neighbours)
Module 01: Introduction to Machine Learning (ML)Module 02: Linear Regression
Module 03: Logistic RegressionModule 04: Decision trees & Random Forests
Module 07: Naïve Bayes classi�erModule 08: K-means clustering technique
Module 09: Support vector machines (SVM)
Module 10: Time series forecasting
Week 1
Week 2
Week 3
Week 4
Week 5
Week 632
Module 05: Introduction to Interactive Dashboard Design
Module 06: Advanced Calculations using Tableau
Module 01: Introduction to Visual Analytics
Module 02: Visual Analytics using Tableau
Module 03: Introduction to data joins & blends in Tableau
Module 04: Introduction to Predicitve Analytics using Tableau and R
Week 01
Week 02
Week 03
Module 07: Applications ofadvanced Calculations using Tableau
Module 08: Revision of concepts and Project discussion
Week 04
DATA SCIENCE - SPECIALIZATION
DURATION : 04 WEEKS
Data Visualization in Tableau
33
DURATION : 03 WEEKS
DATA SCIENCE - ADVANCEDAdvanced Machine Learning (Recorded)
Module 05: Ensemble learning
Module 06: Stacking
Module 01: Introduction to Apriori Algorithm
Module 02: Recommender Systems
Module 03: Linear Discriminant Analysis (LDA)
Module 04: Anomaly Detection
Week 01
Week 02
Week 03
34
SPECIALIZATION
Deep Learning with NLP (Recorded)
DURATION : 05 WEEKS
TECH MAHINDRA CERTIFICATION PROGRAM IN DATA SCIENCE
Module 05: Introduction to Convolutional Neural Networks
Module 06: Introduction to Natural Language Processing
Module 01: Arti�cial Intelligence
Module 02: Introduction to Deep Learning
Module 03: Getting started with Tensor�ow 2.0
Module 04: Tensor�ow programming in Python
Module 07: Recurrent Neural networks
Module 08: Text Classi�cation & Sequence Generation
Module 09: Neural Machine Translation
Week 01
Week 02
Week 03
Week 04
Week 05
35
BIG DATA ANALYTICS36
DATA SCIENCE Data Analytics with python, Machine Learning and Tableau
DURATION : 14 WEEKS
Module 5: Hadoop Architecture & Ecosystem
Module 6: Hadoop Distributed File System(HDFS)
Module 1: Introduction to Big Data
Module 2: Python Essentials - I
Module 3: Python Essentials - II
Module 4: Introduction to Hadoop
Week 1
Week 2
Week 3
For Data Analytics with Python modules please refer to pg no. 31
For Machine Learning modules please refer to pg no. 32
For Tableau modules please refer to pg no. 33
BIG DATA DURATION : 6 WEEKS
37
BIG DATA
DURATION : 6 WEEKS
Spark
Module 9: Apache PigModule 10: Apache Pig Hands - on
Module 11: Apache Hive Module 12: Apache Hive Hands - on
Week 5
Week 6
Module 13: Integration of Hive and Pig using H CatalogWeek 7
Module 7: Introduction to Map ReduceModule 8: MapReduce Programming with Python
Week 4
38
BIG DATA
DURATION : 04 WEEKS
MongoDB, Hbase, Sqoop & Flume
Module 5: Hands-on MongoDB
Module 6: HBase
Module 1: Introduction to NoSQL
Module 2: Getting started with MongoDB
Module 3: MongoDB Essentials - I
Module 4: MongoDB Essentials - II
Module 7: SQOOP
Module 8: FLUME
Week 01
Week 02
Week 03
Week 04
Flume
39
Track
Big Data AnalyticsWeekend
11 AM - 1 PM IST
Data Science & AI track
Batch Day & Timings
Sat & Sun
No, we provide necessary installation guides of the software required
08 AM - 10 AM IST
Where do the classes take place & what are the class timings?
Do I have to purchase any software?
What are the specific system requirements?8GB RAM, 500GB Hard disk (i3 Processor).
What are projects?Projects are real world datasets from companies like Nike, Yelp,Amazon, Netflix etc. that are provided to our students. FAQsFAQs
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40
FAQsFAQs? ??
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What if I miss a class?You can access recordings of all classes on our LMS Portalfrom the week following every class.
How do I ask my doubts after the class?You can get in touch with our student support team even after class hours or can drop a mail to our teaching assistants. You can also ask your doubts in the student discussion groups.
Can I see student profiles & reviews from previous batches?Yes. Log on to our website and click on the student profile tab tosee the student profiles & reviews from previous batches.
Can I pay the course fees in installments?Yes. You can avail EMI options using the credit cards of almost every leading bank like ICICI, Kotak Mahindra Bank, Axis Bank, HDFC etc. You can check out details about this on our website.
41
COORDINATES
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Follow us on
1800-123-1260
info@upxacademy.com
www.upxacademy.com
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