Course information

Generative AI for Data Analyst Training Course Outline

Module 1: Introduction to Generative AI

  • What is Generative AI?
  • Role of Generative AI in Data Analysis
  • Applications of Generative AI in Data Analysis
  • Generative AI Techniques

Module 2: Generative Models

  • Understanding Generative Models
  • Types of Generative Models
  • Generative Adversarial Networks (GANs)
  • Variational Autoencoders (VAEs)
  • Flow-Based Models

Module 3: Natural Language Processing (NLP) with Generative AI

  • Generative AI in NLP
  • Text Generation with GPT-3
  • Language Modelling
  • Sentiment Analysis
  • Text Summarisation

Module 4: Image Generation

  • Image Generation with GANs
  • Image-to-Image Translation
  • Image Super-Resolution
  • Data Augmentation

Module 5: Time-Series Data Analysis

  • Time-Series Prediction
  • Sequence Generation
  • Anomaly Detection
  • Financial Forecasting
  • Real-world Applications

Module 6: Data Privacy and Ethics

  • Privacy Concerns in Generative AI
  • Ethical Considerations
  • GDPR and Data Protection
  • Bias and Fairness
  • Responsible AI Practices

Module 7: Model Evaluation and Interpretability

  • Evaluating Generative Models
  • Metrics for Model Assessment
  • Interpreting Model Outputs
  • Debugging and Fine-Tuning
  • Model Explainability

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Who should attend this Generative AI for Data Analyst Training Course?

The Generative AI for Data Analyst Course is intended for anyone seeking to enhance their data analytics skills with generative AI techniques. This course is especially advantageous for the following professionals:

  • Data Scientists
  • Business Analysts
  • Data Engineers
  • Machine Learning Enthusiasts
  • Business Intelligence Analysts
  • Marketing Analysts
  • Financial Analysts

Prerequisites of the Generative AI for Data Analyst Training Course

There are no formal prerequisites for attending this Generative AI for Data Analyst Training.

Generative AI for Data Analyst Training Course Overview

Generative AI enables analysts to create synthetic data, including natural language and images, enhancing their ability to analyse and interpret diverse datasets. By incorporating generative AI, Data Analysts can contribute significantly to improved decision-making processes within organisations.

Understanding Generative AI is imperative for Data Analysts, and mastering this subject is particularly crucial for professionals seeking to stay at the forefront of Artificial Intelligence. Those aiming to navigate the complexities of modern data analysis will find this training invaluable, as it opens doors to diverse career opportunities. From Data Scientists to Analysts, individuals can gain a competitive edge in their respective roles by acquiring expertise in generative AI.

The Knowledge Academy's 1-day Generative AI for Data Analyst Training is a transformative experience for delegates, offering a comprehensive understanding of generative AI's practical applications. Delegates will learn to create and manipulate data using generative models, enabling them to analyse patterns, interpret data effectively, and construct predictive models.

Course Objectives

  • To understand the fundamental principles of Generative AI for Data Analysis
  • To explore various Generative AI models and their applications in data analytics
  • To learn how to generate and manipulate textual data using AI techniques
  • To gain proficiency in applying generative models for image data analysis
  • To develop various skills to interpret data patterns and anomalies using AI
  • To learn how to apply Generative AI to enhance predictive modelling capabilities
  • To prepare Data Analysts for a career enriched with generative AI expertise

Upon completion of this Generative AI For Data Analyst Training, delegates will emerge with a profound understanding of Generative AI, equipped to apply advanced techniques in data analysis. This newfound expertise positions them as valuable assets in their organisations, capable of driving innovation and contributing significantly to the evolving field of AI in data analysis.

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What’s included in this Generative AI for Data Analyst Training Course?

  • World-Class Training Sessions from Experienced Instructors
  • Generative AI for Data Analyst Certificate
  • Digital Delegate Pack

Why choose us

Our Mumbai venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Mumbai is situated within the West Coast of India, as well as it being the capital of Maharashtra, it plays an important part within the global economics system. Bombay as the city was previously known as, up until 1995 is also known as an alpha world city and has the largest number of millionaires and billionaires across India, with it therefor being noted as the wealthiest city in India. Mumbai is home to around 18.4 million people and is regarded as the second largest metropolitan population within India as of the record in 2011 with 20.7 million people. Schools and Colleges within Mumbai can be found within the city as well as the suburbs and are either run privately, by the government or the Brihanmumbai Municipal Corporation. Secondary schools are operated by the MCGM primary education system to which it is schooling around 485,531 students in 1,188 primary schools and around 55,576 students in 49 secondary schools within eight different languages these being English, Hindi, Urdu, Kannada, Marathi, Tamil, Gujarati and Telugu. Colleges offer students opportunities to participate within Junior college level, undergraduate level, BCom, BSc and BA courses. As stated by the 10+2+3/4 plan students complete ten years at school to then go on to a junior college and study either science, commerce or arts and they complete that over a two year period. University courses at a degree level are offered in a wide range of different subjects such as engineering, law, media, applied arts and architecture, management, dental, pharmacy as well as Commerce and Science. There are a few universities and colleges within Mumbai and these are the University Institute of Chemical Technology, Indian Institute of Technology (Bombay), SNDT Women’s University, Government Law college, Veermata Jijabai Technological Institute, Narsee Monejee Institute of Management Studies, Sir J. J. School of Art which is the oldest art institution within Mumbai along the Thadomal Shahani Engineering College which is also the oldest private engineering college and the first of its kind to join up with the University of Mumbai to be able to give students the chance to learn about the biomedical engineering, computer engineering, biotechnology and information technology. The University of Mumbai is regarded to be one of the premier universities within India with achievements such as being placed within the top 50 engineering schools of the world ranking at 41 by the American Business Insider within 2013 as well as excelling as the 3rd best multi-disciplinary university within the QS university rankings within India.   

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Address

Safal Institute 
613, Corporate Centre
Nirmal Lifestyles Mall
LBS Marg
Mulund (W)
Mumbai 400080

T: +91 8037244591

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Artificial Intelligence Tools Training | Generative AI For Data Analyst Training Course in Mumbai. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Artificial Intelligence Tools Training | Generative AI For Data Analyst Training Course in Mumbai, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Experience the most sought-after learning style with The Knowledge Academy's Artificial Intelligence Tools Training | Generative AI For Data Analyst Training Course in Mumbai. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Artificial Intelligence Tools Training | Generative AI For Data Analyst Training Course in Mumbai sessions.

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Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Artificial Intelligence Tools Training | Generative AI For Data Analyst Training Course in Mumbai FAQs

AI stands for Artificial Intelligence, which refers to the simulation of human intelligence in machines that are programmed to think, learn, and solve problems like humans.
AI can assist Data Analysts in automating data preprocessing, predictive modelling, and gaining insights from large datasets more efficiently.
This Generative AI for Data Analyst Training equips individuals with advanced skills to harness generative AI, empowering them to create synthetic data, automate reporting, and enhance data analysis capabilities.
Organisations benefit from improved data analysis efficiency and the ability to generate synthetic datasets for research, development, and testing. This Generative AI For Data Analyst Training enhances analytical capacity and fosters data-driven decision-making.
Common use cases include generating synthetic data for testing, creating predictive models, automating data cleaning processes, and enhancing data visualisation.
Challenges include ensuring data quality, handling biases in generated data, integrating with existing systems, and maintaining model transparency and explainability.
Python and R are the most commonly used programming languages for implementing Generative AI solutions in data analysis.
Emerging trends include advancements in deep learning models, improved natural language processing capabilities, increased use of synthetic data, and the integration of Generative AI with Big Data technologies.
Data Analysts can validate data quality by using statistical methods, cross-referencing with real data, conducting consistency checks, and applying domain-specific validation techniques.
This Generative AI For Data Analyst Training comes with valuable training sessions led by experienced instructors, a digital delegate pack, and a certificate upon completion.
The duration of this Generative AI For Data Analyst Training spans 1 day.
The Generative AI For Data Analyst Training cover topics such as data collection, data cleaning, statistical analysis, data visualisation, SQL, Python/R programming, and Machine Learning basics.
The Generative AI For Data Analyst Certification Courses cover topics such as data collection, data cleaning, statistical analysis, data visualisation, SQL, Python/R programming, and Machine Learning basics.
Yes, we provide 24/7 support for the Generative AI For Data Analyst Certification Course. Our customer service team will be available to assist you before and after the course, with any queries, technical issues, or additional support you may require. We are committed to ensuring your learning experience is seamless and that you have access to assistance whenever you need it.
Career opportunities after completing this Generative AI For Data Analyst Certification Course include roles such as Data Analyst, Business Analyst, Data Scientist, and Data Engineer in various industries like finance, healthcare, and technology.
Yes, you will receive a certification upon successfully completing the Generative AI For Data Analyst Course, validating your expertise and skills.
If you're unable to access your Generative AI For Data Analyst Course in Mumbai, please reach out to our support team for assistance. They can be contacted via our phone or e-mail. They will help you resolve any issues and ensure you can access your course without any problems.
In this Generative AI for Data Analyst Training, you will learn to create synthetic data, automate reporting, and gain proficiency in Generative AI tools. You will understand how to employ generative models for data analysis, contributing to enhanced data-driven insights.
The Knowledge Academy in Mumbai stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this Generative AI For Data Analyst Course.
The training fees for Generative AI for Data Analyst Training Coursein Mumbai starts from INR14995
The Knowledge Academy is the Leading global training provider for Generative AI for Data Analyst Training Course.
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Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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