Boston Institute of Analytics
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Data Science and Artificial Intelligence 

  • Private Institute

Data Science and Artificial Intelligence
 at 
Boston Institute of Analytics 
Overview

Acquire the ability to interpret and draw insights from data and learn practical applications of AI in various domains and industries

Duration

4 months

Start from

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Mode of learning

Online

Official Website

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Credential

Certificate

Data Science and Artificial Intelligence
 at 
Boston Institute of Analytics 
Highlights

  • Earn dual certificate & alumni status from the Boston Institute of Analytics (Yerawada Campus)
  • No cost EMI options available
  • 100% placement assistance
  • Learn from experienced industry professionals
  • Hands-on training with real-world experience
  • 15+ Industry Case Studies and Assignments
  • BIA® Alumni Status
  • Practical Hands-on Capstone Projects
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Data Science and Artificial Intelligence
 at 
Boston Institute of Analytics 
Course details

Who should do this course?
  • Executives and managers across industries are interested in leveraging data science and AI to make data-driven decisions, optimize processes, enhance customer experiences, and gain a competitive edge
  • Developers are interested in integrating AI capabilities into software applications and platforms, such as natural language processing (NLP), computer vision, and recommendation systems
What are the course deliverables?
  • Gain a swift understanding of the data science training course and key concepts, while installing crucial software
  • Unleash the power of data and master essential Excel skills for efficient data analysis, visualization, and decision-making in various professional domains
  • Unlock the power of Python in data analysis and learn essential skills for handling, analyzing, and visualizing data effectively
  • Master the language of databases and acquire essential SQL skills to extract, manipulate, and analyze data for effective decision-making
  • Uncover the data-driven insights you need and explore the practical application of statistics and probability to enhance decision-making in the world of data
  • Dive into the fundamentals of supervised learning, where algorithms learn from labeled data to make predictions and drive informed decisions
  • Explore the world of unsupervised learning, where algorithms uncover valuable insights from unlabeled data, driving innovation and discovery
  • Discover the transformative world of deep learning, where neural networks simulate the human brain to analyze and understand complex data
  • Explore NLP, where machines comprehend, interpret, and generate human language, paving the way for advanced communication and understanding
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More about this course
  • This course is designed to introduce students to the foundational concepts, methodologies, and tools in the fields of data science and artificial intelligence (AI)
  • In this course students will explore the lifecycle of data, from collection to analysis and interpretation, and delve into the algorithms and techniques used in AI applications
  • Students will also have a strong foundation in data science and artificial intelligence, capable of leveraging data for insights, implementing machine learning algorithms, and understanding the practical applications and ethical considerations within these fields
  • This course offers various tiers of study spanning from a 4-month Certification, a 6-month Diploma program, to a Master Diploma or Post Graduate Master Diploma spanning 10 months
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Data Science and Artificial Intelligence
 at 
Boston Institute of Analytics 
Curriculum

Data Science Course and AI Foundation: Orientation

Welcome and Course Overview

Key Concepts Overview

Software Installation Guidance

Course Expectations and Structure

Mastering MS Excel

Fundamentals of Excel

Advance Excel

Python for Data Science

Fundamentals of Python

Loops, Functions & Error Handling

Data Structure: List and Tuple

Data Structure: Dictionary and Sets

Introduction to Numpy

Introduction to Pandas and Data Visualization

SQL for Data Science

Introduction to SQL and Querying

Advanced SQL Concept and Data Manipulation

Application of Statistics and Probability

Fundamentals of Statistics and Probability

Advance Statistic and Hypothesis Testing

Explore Supervised Machine Learning

Introduction to Machine Learning (ML) and Regression

Multiple Linear Regression and Model Evaluation

Logistic Regression and Classification Metrics

Decision Trees and Ensemble Methods

Explore Unsupervised Machine Learning

Unsupervised Learning

Support Vector Machines (SVM) and K-Nearest Neighbors (KNN)

Time Series Modeling with ARIMA And SARIMA

Explore Deep Learning

Introduction to Deep Learning

Deep Learning Architectures and Training

Discover Natural Language Processing (NLP)

Introduction to Natural Language Processing (NLP)

Advanced NLP Techniques

Class Project: Application of ML, Deep Learning and NLP

Data Science Project – 1

Data Science Project – 2

Mastering Data Visualization

Mastering Power BI

Mastering Tableau

Mastery in Generative AI (Gen AI)

Introduction to Generative AI, Transformers and LLMs

Training and Fine-tuning LLMs

Advanced Fine-tuning and Model Evaluation

Building a Real-Life Chatbot with Gradio Deployment

Capstone Project

Capstone Project Allocation, Mentorship and Presentation

Career Enhancement

Soft Skills Training

Interview Prepration

Faculty Icon

Data Science and Artificial Intelligence
 at 
Boston Institute of Analytics 
Faculty details

ASHWIN MALIK MESHRAM
Managing Director of a US-based machine learning company, specializing in algorithm development for financial services. IIT Bombay alumnus.
PETER VIOLA
VP of Product and Implementation at a US-based machine learning and artificial intelligence company; Majored in Physics from Tufts University

Data Science and Artificial Intelligence
 at 
Boston Institute of Analytics 
Entry Requirements

Eligibility criteriaUp Arrow Icon

Data Science and Artificial Intelligence
 at 
Boston Institute of Analytics 
Admission Process

    Important Dates

    May 31, 2024
    Course Commencement Date

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    Data Science and Artificial Intelligence
     at 
    Boston Institute of Analytics 
     
    Frequently Asked Questions

    Q:   Is Boston Institute of Analytics a good institute?

    A: 

    Boston Institute of Analytics is a premier advanced training institute in Mumbai, Maharashtra. BIA campuses are spread across the US, UK, Europe and Asia. The institute has been consistently ranked 1st technology training institute by Business World, British Columbia Times, Business Standard, Avalon Global Research, IFC and several recognised forums.

    Q:   Who are the top recruiters at Boston Institute of Analytics?

    A: 

    The top recruiters of BIA are Google, Microsoft, Amazon, Flipkart, KPMG, Deloitte, Infosys, HDFC, Standard Chartered, Tata Consultancy Services (TCS), Infosys, Wipro Limited, Accenture, HCL Technologies, Capgemini, IBM India, Ernst & Young (EY), PricewaterhouseCoopers (PwC), Reliance Industries Limited, Larsen & Toubro (L&T), Tech Mahindra, Oracle, Cognizant, Aditya Birla Group.

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    Q:   What is the selection criteria for various courses offered at Boston Institute of Analytics?

    A: 

    Boston Institute of Analytics offers admission based on merit. Hence, students only need to fulfil the eligibility criteria set by the institute to be able to apply for the courses. Candidates can visit the official website of Boston Institute of Analytics and apply for the courses of their choice.

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    Q:   What is the total tuition fee for certificate courses at Boston Institute of Analytics?

    A: 

    The total tuition fee for the Certificate course at Boston Institute of Analytics ranges from INR 4,500 to INR 1.10 lakh. Candidates need to fulfil the basic eligibility criteria to apply for the certificate course. Interested candidates can visit the official website of BIA.

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    Q:   Which courses are offered by Boston Institute of Analytics?

    A: 

    Boston Institute of Analytics offers certificate courses in the fields of Data Science, Artificial Intelligence, Cyber Security, Financial Analytics, etc. Candidates need to fulfil the eligibility criteria to be able to apply for the courses at the institute. The duration of the courses ranges from 2 months to 11 months. Candidates must also fulfil the basic eligibility criteria to be able to apply for the course.

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    Data Science and Artificial Intelligence
     at 
    Boston Institute of Analytics 

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    Data Science and Artificial Intelligence
     at 
    Boston Institute of Analytics 
    Contact Information

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    Boston Institute of Analytics
    B-1214A, Kanakia Wallstreet,

    Mumbai ( Maharashtra)

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