Grow Data Skills

Data Science Projects With Azure - Intermediate Level (Self Paced)

LanguageEnglish
Validity 1 Year
Mode Recorded

Demo Class Video

INR 1550

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This course includes

5 industry level projects
Project will be covered from scratch
Tools – Jupyter Notebook, Google Colab, PyCharm, Spyder, Visual Studio Code
Technology – Azure, Django, NLP, ML, Data Analysis, OpenAI, Generative AI, Cloud, LLM, Computer Vision
Certificate of completion

Tech stack you'll learn

Course Content

Problem Overview
Data Understanding & Cleaning
Exploratory Data Analysis On Jupyter Notebook Using Pandas, Numpy, Matplotlib
Machine Learning Model Training Using Linear Regression, Decision Tree Regressor, Random Forest Regressor, Support Vector Regressor (SVR)
Model Testing & Evaluation
Result & Model Accuracy Analysis

Problem Overview
Image Data Collection For Training
Data Preprocessing/Cleaning
Model Training Using OpenCV & k-nearest neighbors (KNN)
Face Detection & Recognition
Model Testing & Evaluation

Problem Overview
Data Understanding & Cleaning
Exploratory Data Analysis On Jupyter Notebook Using Pandas, Numpy, Matplotlib, Seaborn
Model Training Using Random Forest Regressor
Django Local Setup
Model Deployment In Local Using Django Web App
Model Deployment With CICD On Azure Web App
Test & Result Showcase

Problem Overview
Data Understanding & Cleaning
Exploratory Data Analysis On Google Colab Using Pandas, Numpy, Matplotlib, Seaborn
Model Training Using Keras Framework & Sequential Deep Learning Algorithm
Model Testing & Validation
Django Local Setup
Model Deployment In Local Using Django Web App
Model Deployment With CICD On Azure Web App

Problem Overview
Resume Data Extraction On Jupyter Notebook Using PDF Reader
Analyzing Resume Using OpenAI/LLM
Strength & Weakness Finding In Resume Using OpenAI
Building LinkedIn Web Scrapper Using Selenium
Stream Lit Local Setup
Model Deployment In Local Using Stream Lit
Model Deployment With CICD On Stream Lit Cloud

Course Schedule

Mode of the Course:

Recorded

Course Validity:

1 year

Programming Language Used:

Python

Prerequisite:

Check Our Complete Python Course

⚠️ Important Notice :

The video may not work on Linux due to DRM restrictions. It is only accessible on Chrome when using Windows or macOS.

Workaround: To access the video on Linux, you can create a Windows virtual machine (VM) and watch the video through the VM. Alternatively, you can use our Android or iOS application to view the video on your mobile device.

Instructor

Aman Kumar

Aman, an experienced Data Scientist at EY, excels in turning data into impactful insights and solutions. Beyond his work, he's a certified IBM Instructor for IoT and AI, having mentored over 500 students in Data Science, NLP, ML, and AI. Aman's commitment to education and innovation showcases his passion for using data to drive positive change.