Data Scientist course on Artificial Intelligence - Global Certificate in Data Science & AI Program | INSAID

Global Certificate in Data Science & AI Program

Master Data analytics, Machine Learning & AI in 10 months with India's #1 Data Science+AI program

Duration: 10 months | Live Instructor led | Weekend Online Classes

Book a Free Demo Class
Talk to our admissions team today & start your program
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      • Note: You will receive a call between Mon-Fri from 10AM - 6PM.

      4000+

      Active learners

      10 Month Program

      Prep Time: 6-10 hrs/week

      70% Scholarship

      on Program Fee

      13 Feb 2022

      Start Date

      Demand for Data Analytics Professionals across industries will continue to increase until 2025*

      *According to World Economic Forum Report

      Program Overview

      Join one program that checks all your requirements.

      Structured Learning

      Comprehensive curriculum covers live online classes including assignments, projects & specializations.

      Career Assistance

      Data science career launchpad gives you access to resume & GitHub builder. Participate in Mock interviews & get ahead in career.

      Mentor Driven Program

      Personalized learning experience with Data Science Mentors who’ll help you master top skills.

      Professionals from hundreds of top companies trust INSAID’s programs to master the required skills. Here are a few -

      Program Syllabus (GCDAI)

      Learn all the latest skills through one program.
      Download Syllabus

      • Data Science Fundamentals

      • Data Operation with Numpy

      • Data Manipulation with Pandas

      • Introduction to Data Visualization

      • Data Visualization using Matplotlib

      • Hands-on Pandas for Rapid Visualization

      • Seaborn for Data Visualization

      • Introduction to Exploratory Data Analysis

      • EDA Framework Deep Dive

      • Scientific Exploration of Industry Data (Case Study)

      • Student Presentations & Insight Delivery

      • In a simulated environment get to work with a major Telecom company that seeks help from your team of Data Scientists to resolve a major marketing hurdle in front of them. Get a near real world exposure of working on industry problems within data science teams to reach a common end goal of helping customers win.

      • Introduction to Machine Learning

      • Linear Regression

      • Logistic Regression

      • Model Evaluation Techniques

      • Decision Trees

      • Random Forests

      • Dimentionality Reduction using PCA

      • Naive Bayes Classifier

      • KNN (K-Nearest neighbors)

      • K-means Clustering

      • Ensemble Learning

      • Optimization

      • Introduction to Data Visualization with Tableau

      • Exploring Tableau Interface

      • Tableau Calculations & Dashboard

      • Mapping using Tableau & Tableau Analytics

      • Introduction to Programming in R

      • Data Manipulation with dplyr

      • Data Visualization using ggplot & esquisse

      • Exploratory Data Analytics I & II

      • Experience a real world simulation of a company problem that needs to be solved using Data Science and Machine Learning. Work with a team fo Data Scientists who are working towards solving issues for a company in trouble.

      • Introduction to Artificial Intelligence

      • Applications of Artificial Intelligence

      • Introduction to TensorFlow and Keras

      • Math behind AI: Simplified

      • Introduction to Deep Learning

      • Activation Function and Learning Rate

      • Role of Optimizers in Deep Learning Models

      • Deep Learning Model Practicals

      • Introduction to Convolution Neural Networks

      • Decoding Image Components

      • Identifying MNIST using CNN

      • Preprocessing Image Data to apply CNN

      • Introduction to NLP & Word Vectors

      • Decoding a Textual Data

      • NLP using Recurrent Neutral Networks (RNN)

      • NLP using Memory Alterations

      • In this ever evolving world, solving complex problems get easier using AI.In this capstone project you will be an AI expert who is helping a hypothetical company resolve some major challenges it faces by using AI. Get a chance to work with a team of AI specialists and a simulated environment to help you relate to real world challenges companies face regularly.

      • Transfer Learning

      • Object Detection using CNN based Algorithms - I

      • Object Detection using CNN based Algorithms - II

      • Teaching Machines to Mimic Real-World (Generative Models)

      • 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

      Tools covered

      Projects

      Work on as many as you’d want & build a great project portfolio

      Instructors

      Learn from the INDIA’s leading Data Science Professionals through live classes
      Most reviewed 5/5

      Placement Assistance

      One Dashboard for everything. Build a great profile through
      Data Science Career Launchpad

      Transformations

      Interview Guides

      Hiring Partners

      Career Sessions

      1:1 Interviews

      Job Analysis

      Network

      Resume & GitHub

      “I come from a statistics background with no exposure to coding. I was fortunate enough to come across INSAID which provided the right paceand right guidance.”
      Jigna Thacker

      Group Director Analytics, Kantar

      Program Certification

      Get globally certified in Data Science & AI. One certificate for Lifetime.
      • Internationally Accepted
      • Lifetime Validity
      • Program Completion Certificate
      • Certification of Merit

      INSAID Advantage

      Every program comes with Live Classes, Assignments & Projects to practice. Get your doubts clarified 24/7 with dedicated teaching assistants.

      Zero Prerequisites

      There are no prerequisites. Both Programmers & Non Programmers can enrol in the program.

      Hands-On Practice

      Thorough weekly assignments & projects, we ensure that you're well versed with topics as well as implementation.

      1:1
      Mentorship

      Take the absolute advantage by connecting with a network of Data Science Global Leaders through INSAID.

      Program Fee

      INR 3,00,000

      + GST (scholarship available)
      View Plans

      FAQ

      We’ve answered everything you need
      A. Background in Programming & Maths is helpful but not mandatory.
      A. Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
      A. In the GCDAI program, you're expected to work on 10 Term Projects, 1 Mini Capstone Project & 2 Capstone Projects mandatorily. Beyond these, we have a repository of 50+ projects from various domains on which you can work.
      A. Term Projects are individual projects specific to a particular term and will be shared post completion of every term. While Capstone Projects are closest to real world Data Science Project, where one has to apply different concepts learnt in the program.
      A. Download our latest program brochure & curriculum.
      A. Daily 30 mins of prep time is required. You can choose to practice, read or watch videos. And on weekends one must attend 2 hours of live classes on both Saturday & Sunday.
      A. Every term is for 4-5 weeks approximately. And the overall GCDAI program duration is 11 months.
      A. Yes, INSAID Vision Scholarships (being funded by INSAID Vision Fund®️) provide upto 70% tuition waiver to deserving professionals. Our goal through these scholarships is to enable anyone from any financial background to be able to become a Data leader of tomorrow.
      A. INSAID Vision Scholarship is available to anyone a) with a deep interest in next generation technologies like Data Science, AI, Big Data Analytics & IOT b) Wants to be a Data leader of tomorrow and has had a demonstrated professional success c) who will passionate serve INSAID's mission of putting India on the global AI map. To know more about this scholarship, talk to our Admissions today!
      A. Three things make this program world class 1. Progressive Learning Architecture: INSAID's proprietary Progressive Learning Architecture ensures that irrespective of the background you are from, you will attain mastery in a step-by-step way 2. Concept-to-Context®️ Learning Framework: INSAID's Concept-to-Context®️ framework ensures that you are learning every Data Science concept in context of real world industry problems 3. INSAID Career Center: INSAID's mission is to groom Data leaders of tomorrow. INSAID Career Center helps you launch a Data Science career with 100% confidence.
      A. INSAID offers career assistance through Data Science Career Launchpad. The student gets hands-on experience as a Data Leader with rigorous resume and GitHub building sessions. You will also learn to create a strong LinkedIn presence and develop top notch interview skills.
      A. Go through our Student Policy link

      Global Certificate in Data Science & AI Program

      Master Data analytics, Machine Learning & AI in 10 months with India's #1 Data Science+AI program

      Duration: 10 months | Live Instructor led | Weekend Online Classes

      Request Call Back Get Free Brochure

      Talk to our admissions team today & start your program

      4000+

      Active learners

      10 Month Program

      Prep Time: 6-10 hrs/week

      70% Scholarship

      on Program Fee

      13 Feb 2022

      Start Date

      Demand for Data Analytics Professionals across industries will continue to increase until 2025*

      *According to World Economic Forum Report

      Program Overview

      Join one program that checks all your requirements.

      Structured Learning

      Comprehensive curriculum covers live online classes including assignments, projects & specializations.

      Career Assistance

      Data science career launchpad gives you access to resume & GitHub builder. Participate in Mock interviews & get ahead in career.

      Mentor Driven Program

      Personalized learning experience with Data Science Mentors who’ll help you master top skills.

      Professionals from hundreds of top companies trust INSAID’s programs to master the required skills. Here are a few -

      Program Syllabus (GCDAI)

      Learn all the latest skills through one program.

      Download Syllabus

      • Data Science Fundamentals

      • Data Operation with Numpy

      • Data Manipulation with Pandas

      • Introduction to Data Visualization

      • Data Visualization using Matplotlib

      • Hands-on Pandas for Rapid Visualization

      • Seaborn for Data Visualization

      • Introduction to Exploratory Data Analysis

      • EDA Framework Deep Dive

      • Scientific Exploration of Industry Data (Case Study)

      • Student Presentations & Insight Delivery

      • In a simulated environment get to work with a major Telecom company that seeks help from your team of Data Scientists to resolve a major marketing hurdle in front of them. Get a near real world exposure of working on industry problems within data science teams to reach a common end goal of helping customers win.

      • Introduction to Machine Learning

      • Linear Regression

      • Logistic Regression

      • Model Evaluation Techniques

      • Decision Trees

      • Random Forests

      • Dimentionality Reduction using PCA

      • Naive Bayes Classifier

      • KNN (K-Nearest neighbors)

      • K-means Clustering

      • Ensemble Learning

      • Optimization

      • Introduction to Data Visualization with Tableau

      • Exploring Tableau Interface

      • Tableau Calculations & Dashboard

      • Mapping using Tableau & Tableau Analytics

      • Introduction to Programming in R

      • Data Manipulation with dplyr

      • Data Visualization using ggplot & esquisse

      • Exploratory Data Analytics I & II

      • Experience a real world simulation of a company problem that needs to be solved using Data Science and Machine Learning. Work with a team fo Data Scientists who are working towards solving issues for a company in trouble.

      • Introduction to Artificial Intelligence

      • Applications of Artificial Intelligence

      • Introduction to TensorFlow and Keras

      • Math behind AI: Simplified

      • Introduction to Deep Learning

      • Activation Function and Learning Rate

      • Role of Optimizers in Deep Learning Models

      • Deep Learning Model Practicals

      • Introduction to Convolution Neural Networks

      • Decoding Image Components

      • Identifying MNIST using CNN

      • Preprocessing Image Data to apply CNN

      • Introduction to NLP & Word Vectors

      • Decoding a Textual Data

      • NLP using Recurrent Neutral Networks (RNN)

      • NLP using Memory Alterations

      • In this ever evolving world, solving complex problems get easier using AI.In this capstone project you will be an AI expert who is helping a hypothetical company resolve some major challenges it faces by using AI. Get a chance to work with a team of AI specialists and a simulated environment to help you relate to real world challenges companies face regularly.

      • Transfer Learning

      • Object Detection using CNN based Algorithms - I

      • Object Detection using CNN based Algorithms - II

      • Teaching Machines to Mimic Real-World (Generative Models)

      • 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

      Tools covered

      Projects

      Work on as many as you’d want & build a great project portfolio

      Instructors

      Learn from the INDIA’s leading Data Science Professionals through live classes
      Most reviewed 5/5

      Placement Assistance

      One Dashboard for everything. Build a great profile through
      Data Science Career Launchpad

      Transformations

      Interview Guides

      Hiring Partners

      Career Sessions

      1:1 Interviews

      Job Analysis

      Network

      Resume & GitHub

      “I come from a statistics background with no exposure to coding. I was fortunate enough to come across INSAID which provided the right paceand right guidance.”
      Jigna Thacker

      Group Director Analytics, Kantar

      Program Certification

      Get globally certified in Data Science & AI. One certificate for Lifetime.
      • Internationally Accepted
      • Lifetime Validity
      • Program Completion Certificate
      • Certification of Merit

      INSAID Advantage

      Every program comes with Live Classes, Assignments & Projects to practice. Get your doubts clarified 24/7 with dedicated teaching assistants.

      Zero Prerequisites

      There are no prerequisites. Both Programmers & Non Programmers can enrol in the program.

      Hands-On Practice

      Thorough weekly assignments & projects, we ensure that you're well versed with topics as well as implementation.

      1:1
      Mentorship

      Take the absolute advantage by connecting with a network of Data Science Global Leaders through INSAID.

      Program Fee

      INR 3,00,000

      + GST (scholarship available)
      View Plans

      FAQ

      We’ve answered everything you need
      A. Background in Programming & Maths is helpful but not mandatory.
      A. Any latest processor (i3/i5/i7) with 2.0GHz clock speed and RAM 4GB (required), 8GB(recommended).
      A. In the GCDAI program, you're expected to work on 10 Term Projects, 1 Mini Capstone Project & 2 Capstone Projects mandatorily. Beyond these, we have a repository of 50+ projects from various domains on which you can work.
      A. Term Projects are individual projects specific to a particular term and will be shared post completion of every term. While Capstone Projects are closest to real world Data Science Project, where one has to apply different concepts learnt in the program.
      A. Download our latest program brochure & curriculum.
      A. Daily 30 mins of prep time is required. You can choose to practice, read or watch videos. And on weekends one must attend 2 hours of live classes on both Saturday & Sunday.
      A. Every term is for 4-5 weeks approximately. And the overall GCDAI program duration is 11 months.
      A. Yes, INSAID Vision Scholarships (being funded by INSAID Vision Fund®️) provide upto 70% tuition waiver to deserving professionals. Our goal through these scholarships is to enable anyone from any financial background to be able to become a Data leader of tomorrow.
      A. INSAID Vision Scholarship is available to anyone a) with a deep interest in next generation technologies like Data Science, AI, Big Data Analytics & IOT b) Wants to be a Data leader of tomorrow and has had a demonstrated professional success c) who will passionate serve INSAID's mission of putting India on the global AI map. To know more about this scholarship, talk to our Admissions today!
      A. Three things make this program world class 1. Progressive Learning Architecture: INSAID's proprietary Progressive Learning Architecture ensures that irrespective of the background you are from, you will attain mastery in a step-by-step way 2. Concept-to-Context®️ Learning Framework: INSAID's Concept-to-Context®️ framework ensures that you are learning every Data Science concept in context of real world industry problems 3. INSAID Career Center: INSAID's mission is to groom Data leaders of tomorrow. INSAID Career Center helps you launch a Data Science career with 100% confidence.
      A. INSAID offers career assistance through Data Science Career Launchpad. The student gets hands-on experience as a Data Leader with rigorous resume and GitHub building sessions. You will also learn to create a strong LinkedIn presence and develop top notch interview skills.
      A. Go through our Student Policy link.
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