Data Science and Artificial Intelligence at Boston Institute of Analytics Overview
Duration | 4 months |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
- Faculty
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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
Data Science and Artificial Intelligence at Boston Institute of Analytics Course details
- 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
- 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
- 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
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
Data Science and Artificial Intelligence at Boston Institute of Analytics Faculty details
Data Science and Artificial Intelligence at Boston Institute of Analytics Entry Requirements
- Education: High school diploma or equivalent
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Data Science and Artificial Intelligence at Boston Institute of Analytics Contact Information
Boston Institute of Analytics
B-1214A, Kanakia Wallstreet,
Mumbai ( Maharashtra)