Course : Ethics and Law in Data and Analytics

Finished the course "Ethics and Law in Data and Analytics" successfully on EDX offered by Microsoft by 92%.

Ethics and Law in Data and Analytics

I study below modules in this course

• Data, Ethics, and Law
• Data, Individuals, and Society
• Data Ethics and Law in Business
• Artificial Intelligence and Future Opportunities

Course : Reinforcement Learning Explained

Finished the course "Reinforcement Learning Explained" successfully on EDX offered by Microsoft by 78%.

Reinforcement Learning Explained Score

I study below modules in this course

• Introduction to Reinforcement Learning
• Bandits
• The Reinforcement Learning Problem
• Dynamic Programming
• Temporal Difference Learning
• Function Approximation
• Policy Gradient and Actor Critic

Course : Data Science Essentials

Finished the course "Data Science Essentials" successfully on EDX offered by Microsoft by 98%.

Data Science Essentials

I study below modules in this course

• Module 1: Introduction to Data Science
• Module 2: Probability and Statistics for Data Science
• Module 3: Simulation and Hypothesis Testing
• Module 4: Exploring and Visualizing Data
• Module 5: Data Cleansing and Manipulation
• Module 6: Introduction to Machine Learning

Course : Deep Learning Explained

Finished the course "Deep Learning Explained" successfully on EDX offered by Microsoft by 80%.

Deep Learning Explained score

I study below modules in this course

• 1 | Introduction and Overview
• 2 | Multi-class Classification using Logistic Regression
• 3 | Multi-Layer Perceptron
• 4 | Convolution Neural Network
• 5 | Recurrent Neural Network and Long Short Term Memory
• 6 | Text Classification with RNN and LSTM

Course : Basic PowerShell Commands

Today I completed one more course "Basic PowerShell Commands" from Udemy guided by Shakil khan.

Basic PowerShell Commands certificate

I really enjoyed this course as PowerShell is very useful to write script and remind me my college days when I tried to write code in DOS Batch files and Linux Shell scripts.

It will also help me to get more use-to with Sitecore PowerShell module.

Here I learned below topics

• Introduction 
• Start-Transcript and PowerShell Version 
• Execution Policy 
• How to get and set Alias and how to use pushd and popd 
• get-childitem and formatting the output of command 
• get-command and how to navigate help, measure-object and count 
• File Handling like New-Item, Get-Content,remove-Item, rename-Item, Move-Item 
• Sorting the object and grouping 
• Selecting an object and iterating using foreach-object 
• Filtering using where-object and some more examples of group-object 
• get-process and how to stop a process or kill it 
• Important PowerShell commands like Stop Process, convert data to HTML or CSV 
• String Handling in PowerShell 
• Navigating Help In PowerShell to look for event Logs 
• Environment Variable 
• Persistent Environment Variable in Registry

Course : Essential Mathematics for Artificial Intelligence

Finished the course "Essential Mathematics for Artificial Intelligence" successfully on EDX offered by Microsoft by 92%.

Essential Mathematics for Artificial Intelligence

I study below modules in this course

• Equations, Graphs, and Functions
• Derivatives and Optimization
• Vectors and Matrices
• Statistics and Probability

Course : Introduction to Python for Data Science

Finished the course "Introduction to Python for Data Science" successfully on EDX offered by Microsoft by 98%.

Introduction to Python for Data Science

I study below modules in this course
1. Python Basics
2. List - A Data Structure
3. Functions and Packages
4. Numpy
5. Plotting with Matplotlib
6. Control Flow and Pandas
7. Final Exam and Course Wrap-up

Course : Introduction to Artificial Intelligence (AI)

Finished the course "Introduction to Artificial Intelligence (AI)" successfully on EDX offered by Microsoft by 87%.

 Introduction to Artificial Intelligence (AI)

I study below modules in this course

• Introduction
• Machine Learning
• Language and Communication
• Computer Vision
• Conversation as a Platform

Course : Principles of Machine Learning

Finished the course "Principles of Machine Learning" successfully on EDX offered by Microsoft by 94%.

Principles of Machine Learning

I study below modules in this course

• Module 1: Classification
• Module 2: Regression
• Module 3: Improving Machine Learning Models
• Module 4: Tree and Ensemble Methods
• Module 5: Optimization-Based Methods
• Module 6: Clustering and Recommenders