- Data Science Fundamentals
- Data Operation with Numpy
- Data Manipulation with Pandas
Global Certificate in Data Science and Artificial Intelligence
Stimulate your career by bracing yourself for Data roles with this rigorous training programme Global Certificate in ...Read more
Online
10 Months
₹ 300000
Quick Facts
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Medium of instructions
English
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Mode of learning
Virtual Classroom
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Mode of Delivery
Video Based
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Learning efforts
6-10 Hours Per Week
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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
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
Who it is for
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
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
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
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.