Certificate Program in Full Stack Data Science

BY
Jigsaw Academy

Gain an in-depth access to deep learning techniques, machine learning and lot more with Full Stack Machine Learning and AI Program from Jigsaw Academy.

Lavel

Beginner

Mode

Online

Duration

6 Months

Fees

₹ 48000

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based

Course overview

With the change regarding technologies and generations, machine learning and AI programs are the best way to create and contribute towards the technology. These courses also help in understanding the market related to ITand ITes products. Full Stack Machine learning and AI program also help in improving the experience of the customers who are utilizing IT services and products. Engineers today need proper learning and knowledge to work efficiently in this sector. 

Through this course, Jigsaw Academy provides a total exposure of the technology sector to the candidates enrolling for this programme. This programme is developed in a way that it trains the candidates in a most skilled manner and provide knowledge which could be used globally. The candidates who pursue this programme and pursue a career as Machine Learning Engineer have bright career prospects and lucrative job options across different places. The Jigsaw Academy is equipped with best faculties who are experts in delivering this programme with great skills and calibre. The academy thereafter promises to deliver appropriate training to establish their basics in technical vertical. 

The highlights

  • 6 months programme 
  • Online self paced Learning Mode 
  • 9 months access duration 
  • Certification by Jigsaw Academy 
  • Mobile app access 
  • Placement Support 
  • Faculty & Technological Support 

Program offerings

  • Case studies
  • Mobile app access
  • Online q&a
  • Faculty & technical support

Course and certificate fees

Fees information
₹ 48,000

Candidates willing to apply for Full Stack Machine Learning and AI Program fees need to pay a total programme fees of Rs. 29500 (including taxes) 

FeesAmount
Programme FeesRs. 48000
For International StudentsUSD 950
certificate availability

Yes

certificate providing authority

Jigsaw Academy

Eligibility criteria

Work Experience 

The ML AI Program requires the learner to hold past coding experience which is ideally helpful in pursuing this programme. 

Education 

Participants should have completed their Class 12 with Maths and Statistics. 

Basics in statistics and programming is an added advantage 

Certification Qualifying Details

The participants will be given a certification of participation only if they successfully complete this programme thoroughly. 

What you will learn

Data science knowledge Machine learning Knowledge of python Knowledge of blockchain Knowledge of artificial intelligence

After the completion of Full Stack Machine Learning and AI Program participants will be able to master the following:- 

  • The core concepts of data science with python which also includes Manipulation & Visualization 
  • Complete field knowledge of Machine Learning and Feature Engineering 
  • Gain a deep understanding of recommendation engine, conceptualism to prototyping 
  • Getting started with TensorFlow 
  • Learn end to end implementation with CrispDSM
  • Innovative ideas to promote ITes services.
  • Learn about AI programs 
  • Develop a good knowledge about this new-age technology. 
  • Strategies to engage customers 
  • Learn about coding

The syllabus

Introduction to Machine Learning & Python for Machine Learning

  • Introduction to Machine Learning 
  • Visualization in Python: MatplotLib
  • Case Study- Software Product followed with Quiz
  • Introduction to Pandas 
  • Data Manipulation with Pandas 
  • Introduction to Python
  • IBM: Python for Data Science followed with Quiz

Feature Engineering for Structured Data

  • Introduction 

  • Quiz 

Feature Engineering for Unstructured Data

  • Introduction 

  • Quiz

Linear Models

  • Introduction to Linear Regression 

  • Quiz

  • Logistic Regression

Ensemble Models

  • Tree Based Regression and Classifier 

  • Case Study- Image Classification (Retail Data) 

  • Quiz 

  • Random Forest and Gradient Boosted Machines 

Recommendation Engines

  • Model Based Engines: Singular Value Decomposition (SVD) & Non- Negative Matrix Factorization (NMF) 

  • Memory Based Engines 

  • Quiz 

Clustering

  • K - Means

  • Case Study - Image Classification (Retail Data)

  • Agglomerative Clustering

  • Quiz

Deep Learning Algorithms

  • Neural Networks

  • Convolutional Neural Network

  • Recurring Neural Networks (RNN) and Long ShortTerm Memory (LSTM)

  • Case Study - OCR to Detect Regional Languages

  • IBM Content - Tensor Flow

  • Quiz

Introduction to Artificial Intelligence

  • Intuitive Examples of Al Applications

  • Foundations and History of Al

  • How is Al different from ML and DL?

  • Different Al categories

Introduction to Blockchain

  • What is BlockChain?

  • Use Cases Driven by Blockchain

  • Demystifying Cryptocurrency and Smart Contracts 

Capstone Projects

  • Case Study - Machine Learning Model to Identify

  • Case Study - Direct Marketing Business

  • Promising Project Proposals

Admission details

Candidates applying for the Full Stack Machine Learning and AI Program certification course online need to follow a series of steps:

Step 1: Candidates need to login to the programme URL

Step 2: After landing on the programme URL page, the candidates need to click the ‘Enroll Now’ tab.

Step 3: You will then be redirected to the payments page. If you have a coupon code then it needs to be entered in the coupon code box followed by apply tab. 

Step 4: Click Checkout and proceed forward.

Step 5: The participants need to verify and sign in via Facebook, LinkedIn or Google id and make the payment ahead. 

Step 6: Once payment is made, the candidates need to mail the transaction slip on the respective id for confirmation. 

How it helps

MI AI programs are the best courses to learn about most of the terms in the technology sector including python, data science, machine learning, feature engineering and else. Machine Learning and AI Program also provides good opportunities and is one of the most emerging jobs in various job sites including LinkedIn. Such programs help in increasing the engagement with the customers and is profitable. It will lead to high job prospects and good pay. Machine Learning and AI Program training can benefit businesses through better technology and lead to new opportunities. 

ML and AI programs are courses covering topics such as visualization techniques, statistics, communication and exploratory data analysis. It also helps in covering machine learning courses focus on teaching only the machine learning algorithms, how they work mathematically and also experts on how to utilize them in a programming language. Calculus, linear algebra, coding all are which completes this course at last. Most importantly, Full Stack Machine Learning and AI Program certification programme will ensure a promising growth for candidates in their respective field as well as aid in making a shift in parallel careers as well. 

Instructors

Ms Chandrika Bhargava

Ms Chandrika Bhargava
Head
Manipal Academy of H...

B.E /B.Tech

Mr Jitendra Manwani

Mr Jitendra Manwani
Instructor
Jigsaw Academy

Dr Chetna Hedge
Lead Faculty
UNext Learning

FAQs

What are facilities offered by Jigsaw Academy under this course?

Jigsaw Academy is providing all the high and best technology and helpful services for its learners. Starting from mobile app access to professional support. Any learner finding difficulty while learning through the course can contact the instructor easily. 

How can the candidates make the fees payment for this programme?

The candidates willing to apply for Full Stack Machine Learning and AI Program from Jigsaw Academy can easily make the payment via debit card, credit card or other payment gateways available online. 

What are Capstone projects?

Capstone projects are a series of assignments which helps participants to gain intellectual excellence and helps in practice the skills they have learned. 

When do the participants receive the certificate of completion?

After completing the entire course successfully, the participants receive the certificate of completion within 1 month.

What are the hardwares needed for this course?

The needed hardwares for this course are an Arduino and a Raspberry pi along with the sensors and other components such as the breadboard, resistors etc. 

Who are eligible to take up this course?

Anyone with true interest and basic knowledge of programming and statistics can apply for this course. 

Will I receive a hardware kit?

There is a special hardware kit shipped to the participants for the study of this course which takes up to 10 days to reach. 

What are the difficulties faced by participants while attending the course?

The difficulty level for this course varies from beginner to intermediate. Participants can easily choose their preferred mode of learning. 

How long will I get the access for the course?

One can easily access the course and the classes for 9 months duration including the 3 months session duration. 

Does Jigsaw Academy help in placements after the completion of the course?

Jigsaw Academy provides absolute help for placements after the completion of course. It connects you to big companies offering jobs at your convenience. 

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