AWS Machine Learning Workshop (ONLINE)

Psitron Technologies is an IoT and AI Startup. Our mission at Psitron is to connect the world with innovative technologies. Psitron has responsibility for developing innovative innovations for addressing current problems in industries, especially focusing on industry 4.0 solutions.

This is the best time to learn machine learning as the trends in the market suggest. The global machine learning market is estimated at US dollar 8.43 billion in 2019, and is expected to reach 117 billion by 2027, at a CAGR of 39.2%. Thus, job opportunities in this sector are going to grow with a boom in the coming years.

AI and machine learning are not only used in machine learning applications but also in Internet of things, like self-driving cars, smart homes, digital assistants, etc. In fact, during COVID-19, statistical machine learning had played a significant role in generating advanced models for predicting virus spread, and aided in the management of the pandemic across the world. Machine learning in finance has also secured a respectable place among the business leaders using the technology for generating automatic models for stock management.

Artificial intelligence can no longer be considered a technology of the future it is already shaping our everyday lives. There is no doubt that we are entering the age of artificial intelligence.

Psitron Technologies Pvt. Ltd presents a two-day workshop on AWS Machine Learning workshop. In this two-day workshop, participants will be able to experience and explain the following things.

Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome.

Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI.

2 consecutive days with 4 hours session each day, for a total of eight hours consisting of theory and hands-on practical sessions.

Two days’ workshop on AWS Machine Learning will be conducted at Amazon Chime (ONLINE) on Sat 20th & Sun 21st November 2021.

• Fundamentals of ML/AI

• Data Processing

• Python Programming

• AWS Machine learning Stack

• Amazon SageMaker Build, train, and deploy machine learning models

• Artificial intelligence services

• Amazon S3 & Other Databases services

• TensorFlow algorithms on SageMaker

1. Fundamentals of ML/AI

2. Types of Machine Learning

3. Python for ML/AI*

4. Statistics & Probability Introduction

5. Data Engineering Basic introduction

6. Data Analysis Introduction

7. Introduction to Deep Learning

8. Introduction to useful ML algorithms

1. Tour of AWS cloud platform*

2. AWS Machine Learning & AI Platforms Introduction*

3. AWS SageMaker service introduction. *

4. Amazon Rekognition Introduction*

5. Amazon IAM*

1. Object and scene detection*

2. Image moderation*

3. Facial analysis*

4. Celebrity recognition*

5. Face comparison*

6. Text in image*

7. Video analysis*

1. Amazon S3 introduction*

2. Creating S3 Bucket*

3. Public access vs Private access to Bucket*

4. Bucket Permissions*

5. Other Storage & Databases Services in AWS

1. Amazon Lex

2. Amazon Polly

3. Amazon Textract

4. Amazon Transcribe

1. Amazon S3 for SageMaker *

2. TensorFlow algorithms on SageMaker*

3. Creating Notebook instances *

4. Notebook instance type, IAM Role & VPC*

5. Allocating Training job (Python Programming) *

6. Build, Train & deploy ML Model. *

7. Endpoint & Endpoint configurations*

8. Accuracy Prediction and Optimization*

• 2 Days of Training

• Service tax and VAT

• Certification

Register as a group of 2 or more and get Rs. 200/- off per person on registrations.

Participants will be certified by Psitron Technologies Pvt. Ltd.

• Every participant must have one laptop of their own.

Sarathkumar.C

Founder & CEO

Psitron Technologies Pvt. Ltd.

+918940876397 / +918778033930

 sarath@psitrontech.com