Global Certificate in Data Science and Artificial Intelligence:- The course prepares you to become an expert in a variety of hot topics, including advanced machine learning and data analytics. With its demanding coursework, projects, and online classes, it guarantees to train students to the highest standard in data science and artificial intelligence.
The inclusion of global certification and funding to launch your own start-ups are two features that set this learning programme apart from the others.
Global Certificate in Data Science and Artificial Intelligence
Learners can specialize in advanced NLP principles such as Attention Mechanism and Language Translation through the INSAID Global Certificate in Data Science and Artificial Intelligence training programmes.
The capstone project will force the students to apply their knowledge in practical settings. The participants in this project will also be prepared to ace the interviews and screening exams held by prestigious corporations.
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Global Certificate in Data Science and Artificial Intelligence Details
| Article Name | Global Certificate in Data Science and Artificial Intelligence |
| Year | 2024 |
| Category | Courses |
| Official site | Click Here |
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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 Global Certificate in Data Science and Artificial Intelligence training programme costs three lakhs rupees in programme fees.
- Taxes are not included in this price; GST will be paid separately.
| 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
To obtain the certificate, candidates must pass an exam. The institute will determine the kind and format of the exam.
What you will learn
Following completion of the learning programme leading to the Global Certificate in Data Science and Artificial Intelligence, the candidates will:
- Learn how to solve real-world business problems by applying data science and machine learning approaches.
- Work on data disruptions at the industrial level through group initiatives and capstone projects.
- Learn about the ideas behind Keras and Tensorflow.
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Who it is for
Admission Details
This learning programme has a very easy-to-follow application process. To apply for this course, complete the following steps:
- Visit the official website of Insaid.
- Select the “11-month” Global Certificate in Data Science and Artificial Intelligence programme from the menu in the upper left section of the page.
- Select “Apply Now.”
- Put in your information to get a callback from a career advisor.
- Very soon, a career coach who will advise you on next steps will give you a call.
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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
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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
Scholarship Details
Tuition fees may be eliminated up to 70% through the INSAID Vision Fund.
How it helps
The goal of the progressive learning course known as the Global Certificate in Data Science and Artificial Intelligence is to transform you into the next generation of data leaders. Together, data science and artificial intelligence encompass a wide range of topics, including machine learning, machine learning techniques and their applications, problem-solving abilities, etc.
In-depth knowledge of computer science, domain expertise, machine learning, storytelling and human psychology, data processing, and mathematics are required for data science and artificial intelligence. This training will not only help you understand your fundamental ideas and concepts, but it will also give you the exposure you need to become a great data leader.
Following this course, you may be engaged by healthcare organisations like Novartis and Pfizer, financial institutions like HDFC and ICICI, and IT firms like Google, Microsoft, Amazon, and Facebook.
Global Certificate in Data Science and Artificial Intelligence FAQ’S
Is a certificate in AI worth it?
An AI certification can help you get ahead if you’re just joining the workforce. You can also use AI certifications to validate your skills and expertise to potential employers. AI certifications are also beneficial if you’re already working in the AI industry and looking to move up the career ladder.
Is data science certificate worth it?
Earning a data science certificate provides legitimacy that you are sufficient in key skills that will inevitably lead to full-time employment in the field. An effective professional certification will focus on the application of data science in business contexts.
Which certificate is best for artificial intelligence?
Certified Artificial Intelligence Engineer (CAIE™): This is the best certification program for candidates looking to start or switch their career in AI. With this course, they will learn and make their fundamentals in AI strong enough to work on any type of AI project and model.
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