Global Certificate in Data Science and Artificial Intelligence

BY
International School of AI and Data Science

Stimulate your career by bracing yourself for Data roles with this rigorous training programme Global Certificate in Data Science and Artificial Intelligence.

Mode

Online

Duration

10 Months

Fees

₹ 300000

Quick Facts

particular details
Medium of instructions English
Mode of learning Virtual Classroom
Mode of Delivery Video Based
Learning efforts 6-10 Hours Per Week

Course overview

The course helps you become an expert on the various blooming topics like machine learning of the advanced level, data analytics etc. With its rigorous syllabus and projects, and online sessions, it is sure to train individuals to use the best of their abilities in Artificial Intelligence and Data Science. Global Certification and funds for commencing your own start-ups are some elements that distinguish this learning programme from the others.

The Global Certificate in Data Science and Artificial Intelligence training programme by INSAID provides specialization to the learners in advanced concepts of NLP like Attention Mechanism and Language Translation. The Capstone project will make the students implement what they have learnt into real life. This project will also gear the participants for acing the screening tests and interviews of top companies.

The highlights

  • Online sessions
  • 10 months course duration (regular)
  • 6 months course (fast track)
  • Meticulous Curriculum
  • Insight into the ML trends in the US, Israel, and India.
  • Universal Certificate from the first Data Science and AI academic institution of India
  • Funds up to fifteen crores from INSAID Vision Fund for starting your startup
  • Certification from INSAID
  • Exposure to 18 real-world projects 
  • 10 Terms

Program offerings

  • Assessment based education
  • Industry focused projects
  • Online classes
  • Real world projects

Course and certificate fees

Fees information
₹ 300,000
  • The programme fees for the Global Certificate in Data Science and Artificial Intelligence training programme amounts to Rs 3 Lakhs.

  • This amount does not include taxes, i.e. GST will be separately charged.

COURSE

FEES IN RUPEES

Global Certificate in Data Science and Artificial Intelligence

Rs. 3 Lakhs + GST

certificate availability

Yes

certificate providing authority

International School of AI and Data Science

Eligibility criteria

Certification Qualifying Details:

The candidates need to qualify for an exam to earn the certificate. The mode and type of examination will be decided by the institute.

What you will learn

Machine learning Data science knowledge Knowledge of python

After finishing the Global Certificate in Data Science and Artificial Intelligence learning programme, the candidates will:

  • Learn to use the techniques of machine learning and data science to create solutions for business problems from the real world.
  • Operate on industry-level data disturbances through Capstone projects and group assignments.
  • Become familiar with the concepts of Tensorflow & Keras.

The syllabus

Term I - Data Analysis with Python

  • Data Science Fundamentals
  • Data Operation with Numpy
  • Data Manipulation with Pandas

Term II - Data Visualization Techniques

  • Introduction to Data Visualization
  • Data Visualization using Matplotlib
  • Hands-on Pandas for Rapid Visualization
  • Seaborn for Data Visualization

Term - III : EDA & Data Storytelling

  • Introduction to Exploratory Data Analysis
  • EDA Framework Deep Dive
  • Scientific Exploration of Industry Data (Case Study)
  • Student Presentations & Insight Delivery

Minor Capstone Project

Term - IV : Machine Learning Foundation

  • Introduction to Machine Learning
  • Linear Regression
  • Logistic Regression
  • Model Evaluation Techniques

Term - V : Machine Learning Intermediate

  • Decision Trees
  • Random Forests
  • Dimentionality Reduction using PCA
  • Naive Bayes Classifier

Term - VI (Mandatory): Machine Learning Advanced

  • KNN (K-Nearest neighbors)
  • K-means Clustering
  • Ensemble Learning
  • Optimization

Term - VI (Elective - I): Data Visualization with Tableau

  • Introduction to Data Visualization with Tableau
  • Exploring Tableau Interface
  • Tableau Calculations & Dashboard
  • Mapping using Tableau & Tableau Analytics

Term - VI (Elective - II): Data Analytics with R

  • Introduction to Programming in R
  • Data Manipulation with dplyr
  • Data Visualization using ggplot & esquisse
  • Exploratory Data Analytics I & II

Major Capstone Project

Term - VII : Basics of AI, Tensorflow & Keras

  • Introduction to Artificial Intelligence
  • Applications of Artificial Intelligence
  • Introduction to TensorFlow and Keras
  • Math behind AI: Simplified

Term - VIII : Deep Learning Foundation

  • Introduction to Deep Learning
  • Activation Function and Learning Rate
  • Role of Optimizers in Deep Learning Models
  • Deep Learning Model Practicals

Term - IX : Computer Vision - I

  • Introduction to Convolution Neural Networks
  • Decoding Image Components
  • Identifying MNIST using CNN
  • Preprocessing Image Data to apply CNN

Term - IX : Natural Language Processing - I

  • Introduction to NLP & Word Vectors
  • Decoding a Textual Data
  • NLP using Recurrent Neutral Networks (RNN)
  • NLP using Memory Alterations

AI Capstone Project

Term - X : Computer Vision - II

  • Transfer Learning
  • Object Detection using CNN based Algorithms - I
  • Object Detection using CNN based Algorithms - II
  • Teaching Machines to Mimic Real-World (Generative Models)

Term - X : Natural Language Processing - II

  • Teach Machines to Generate New Textual Data (Language Modeling)
  • Keras Functional API and Intro to Sequence to Sequence Model
  • Language Translation - English to Spanish using Seq2Seq Models
  • Building a Chatbot

Admission details

The application process for this learning programme is very simple and straightforward. Follow the following steps to apply for this course:

Step 1: Visit the official website of Insaid.

Step 2: From the label of programmes on the top left of the page, select the Global Certificate in Data Science and Artificial Intelligence- ‘11 months’.

Step 3: Click on ‘Apply Now.

Step 4: Enter your details and request a call back from a career expert.

You will receive a call from a career mentor very soon, who will guide you for further processes.

Scholarship Details

Through the INSAID Vision Fund, up to 70%of tuition fees can be waived off.

How it helps

The Global Certificate in Data Science and Artificial Intelligence programme is a progressive learning programme that targets on evolving you into a data leader of the future. Data Science and Artificial Intelligence together are an assimilation of many subject matters: Machine learning, ML techniques and their application, Problem-solving skills etc.

Data Science and AI ask for in-depth knowledge of Computer science, Domain expertise, Machine Learning, Storytelling & Human psychology, Data Processing and mathematics. This programme is not only going to clear your base concept and foundations but will also provide the exposure required to be a successful data leader.

After this training, you have the possibility of getting hired by not only IT companies like Google, Microsoft, Amazon, and Facebook, but also by financial institutions like HDFC, ICICI, and by healthcare institutions like Pfizer, and Novartis.

Instructors

Mr Suchit Majumdar

Mr Suchit Majumdar
Senior Faculty
International School...

MBA

Mr Manvender Singh

Mr Manvender Singh
Chief Executive Officer
International School...

MBA

Mr Deepesh Wadhwani

Mr Deepesh Wadhwani
Senior Faculty
International School...

Mr Lavi Nigam

Mr Lavi Nigam
Senior Faculty
Freelancer

Mr Subhodeep Dey

Mr Subhodeep Dey
Senior Faculty
International School...

Mr Amit Goyal

Mr Amit Goyal
Senior Faculty
International School...

Mr Sai Charan Tej Kommuri

Mr Sai Charan Tej Kommuri
Senior Faculty
International School...

Mr Neelmani Gupta

Mr Neelmani Gupta
Senior Faculty
International School...

MBA

Mr Abhinav
Senior Faculty
International School...

MBA

FAQs

Is INSAID a good institution to take a course from?

INSAID is the first academic centre in India for Data Science and AI research and education. 

What is the duration of this course?

The regular model of this course is for 11 months. The duration of the same course will be 6 months in a fast track mode.

Are there any other prerequisites for taking up this course?

Apart from a preferred educational background in programming, this course requires the candidates to have a laptop with a minimum of 4GB RAM so that there is undisturbed learning.

How many projects are going to be there in this course?

There are nine-term projects and two capstone projects in this learning programme.

What are the added benefits of taking up this course?

The candidates of this course will gain access to the INSAID Career Centre and the insight learning centre for one whole year.

Can you give some examples of the projects from the real-world that will be undertaken during this course?

Indian Premier League 2008-2018, Credit Card Fraud Detection, Apriori Algorithm, and Gender recognition by voice are some of the examples.

How will this course help me in getting a job?

This course involves workshops for real industry exposure, and provides in-depth advice from career mentors and field experts on job trends through monthly career question and answer sessions, and gives you an opportunity to interact directly with the leaders of data science, AI, and ML from across the world. These things will make sure you are fit to grab top positions and job opportunities.

Are there any testimonies from the past who have benefited from this programme?

Yes, many people have benefitted from this programme in the past. They are employed in companies like Wipro, Vodafone, Accenture, and ICICI Bank. You can check for their reviews in the brochure for this programme.

Where can I contact if I have issues and doubts regarding the programme?

You can call at 9625811095, or drop a mail at admissions@insaid.co.

What other companies apart from the ones mentioned can hire me after I complete this course?

You can be recruited by companies like Intel, Flipkart, MasterCard, Oracle, Paytm, Mercedes-Benz, L&T Infotech, etc.

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