~Get Your Files Here !/7 - Linear Algebra/1 -Major Ideas from Linear Algebra.mp4 118.6 MB
~Get Your Files Here !/2 - Numpy Arrays/1 -Numpy Arrays and Manipulation.mp4 111.2 MB
~Get Your Files Here !/2 - Numpy Arrays/2 -Array Indexing and Slicing.mp4 104.1 MB
~Get Your Files Here !/4 - Vectorized Operations/1 -Vectorized Operations.mp4 97.2 MB
~Get Your Files Here !/11 - Numpy and its use in Machine Learning and Data Science/1 -Numpy and its use in Machine Learning and Data Science Applications.mp4 83.0 MB
~Get Your Files Here !/8 - Sequences and Random Number Generation/1 -Sequences and Random Numbers arange, linspace, and random number generation.mp4 82.9 MB
~Get Your Files Here !/3 - Numpy Dates and Set Operations/1 -Numpy Dates and Set Operations.mp4 57.8 MB
~Get Your Files Here !/5 - Inferential Statistics and Universal Functions/1 -Inferential Statistics and Universal Functions.mp4 53.6 MB
~Get Your Files Here !/4 - Vectorized Operations/2 -Vectorized Operations Continued.mp4 50.5 MB
~Get Your Files Here !/9 - Working with Missing Data/1 -Dealing with missing values and basic imputation techniques.mp4 47.0 MB
~Get Your Files Here !/10 - Visualizations/1 -Plotting with Numpy.mp4 32.0 MB
~Get Your Files Here !/6 - Performance Optimization/1 -Performance Optimization For loops vs Vectorization.mp4 28.0 MB
~Get Your Files Here !/2 - Numpy Arrays/3 -Comparing Numpy Arrays and Numpy Special Values.mp4 21.3 MB
~Get Your Files Here !/1 - Introduction/1 -Introduction.mp4 10.3 MB
~Get Your Files Here !/1 - Introduction/1 -Course_Python_Numpy_For_Data_Science.ipynb 917.0 kB
Get Bonus Downloads Here.url 183 Bytes
~Get Your Files Here !/Bonus Resources.txt 70 Bytes
~Get Your Files Here !/13 - Continuous Integration and Delivery (CI & CD)/5 -Create a workflow to automate Terraform plan and apply.mp4 136.7 MB
~Get Your Files Here !/10 - Infrastructure as Code with Render and Terraform/7 -Build our cloud infrastructure in Terraform - Part 1.mp4 119.2 MB
~Get Your Files Here !/9 - Platform as a Service with Render/4 -Create and Integrate a PostgreSQL database for production.mp4 118.0 MB
~Get Your Files Here !/13 - Continuous Integration and Delivery (CI & CD)/18 -Full workflow Test, deploy and manage code and infrastructure.mp4 107.7 MB
~Get Your Files Here !/13 - Continuous Integration and Delivery (CI & CD)/21 -Understanding how to delete or re-createupdate cloud resources.mp4 100.5 MB
~Get Your Files Here !/13 - Continuous Integration and Delivery (CI & CD)/7 -Create a workflow to run tests and to deploy our app automatically.mp4 91.7 MB
~Get Your Files Here !/10 - Infrastructure as Code with Render and Terraform/10 -Compare the distinction between PaaS and IaC - Pre-deployment.mp4 88.8 MB
~Get Your Files Here !/10 - Infrastructure as Code with Render and Terraform/9 -Configure environment variables for Terraform.mp4 75.8 MB
~Get Your Files Here !/4 - Build a simple Django starter project - [Recommended]/8 -Build a basic form for submitting notes - Part 2.mp4 74.5 MB
~Get Your Files Here !/10 - Infrastructure as Code with Render and Terraform/14 -Configure our PostgreSQL database and deployment settings.mp4 73.8 MB
~Get Your Files Here !/13 - Continuous Integration and Delivery (CI & CD)/12 -Define our GitHub secrets for our workflows.mp4 63.9 MB
~Get Your Files Here !/5 - Dockerisation with Django/5 -Create a docker file.mp4 58.4 MB
~Get Your Files Here !/10 - Infrastructure as Code with Render and Terraform/13 -Create our infrastructure and deploy our application with IaC.mp4 57.5 MB
~Get Your Files Here !/4 - Build a simple Django starter project - [Recommended]/2 -Django project setup - MacOS.mp4 55.2 MB
~Get Your Files Here !/11 - Quality assurance with testing and code quality/1 -Create standard test cases for our project - Part 1.mp4 53.1 MB
~Get Your Files Here !/13 - Continuous Integration and Delivery (CI & CD)/20 -Utilise manual approvals for steps - [Optional].mp4 52.3 MB
~Get Your Files Here !/10 - Infrastructure as Code with Render and Terraform/2 -Terraform - Installation and setup - Windows.mp4 51.2 MB
~Get Your Files Here !/6 - Preparing for base production deployment/5 -Handling static assets with Whitenoise.mp4 50.2 MB
~Get Your Files Here !/3 - Environment setup Python and VS Code Installation/1 -Python and Visual Studio Code - Installation - Windows.mp4 47.5 MB
~Get Your Files Here !/4 - Build a simple Django starter project - [Recommended]/10 -Setup our CSS & JavaScript files and test our application.mp4 47.5 MB
~Get Your Files Here !/4 - 4. F-String and More/2 -Practical - Part_2 Registration Form Project Using What We've Learnt.mp4 222.2 MB
~Get Your Files Here !/8 - 8. Mathematical Operations In Python/1 -Theory & Practical - Mathematical Operations In Python.mp4 154.6 MB
~Get Your Files Here !/5 - 5. Returning Length Of An Object & Python Data Types - Type Checking - a/2 -Practical - Part_2 Returning Length Of An Object & Python Data Types and more.mp4 111.6 MB
~Get Your Files Here !/7 - 7. Comparison Operators - Python Conditional Statements and Much more/2 -Practical - Part_2 Operators In Python - Conditional Statements & Much more.mp4 92.5 MB
~Get Your Files Here !/11 - 11. Def Function Used In Python/1 -Theory & Practical - Def Function Used In Python.mp4 78.3 MB
~Get Your Files Here !/3 - 3. Printing Code - Input Statement And Variable - Debugging and Commenting/3 -Theory & Practical - Using Variable In Python.mp4 78.0 MB
~Get Your Files Here !/2 - 2. Installation Of Our Environment For Writing Python Code/1 -Installation Of Our Environment For Writing Python Code.mp4 74.8 MB
~Get Your Files Here !/3 - 3. Printing Code - Input Statement And Variable - Debugging and Commenting/2 -Theory & Practical - Input Statement In Python - Debugging - Commenting.mp4 62.1 MB
~Get Your Files Here !/10 - 10. Randomization & List In Python/2 -Part_2 Practical - Randomization & List In Python.mp4 61.1 MB
~Get Your Files Here !/7 - 7. Comparison Operators - Python Conditional Statements and Much more/3 -Practical - Part_3 Operators In Python - Conditional Statements & Much more.mp4 54.2 MB
~Get Your Files Here !/4 - 4. F-String and More/1 -Theory & Practical - Part_1 F-String In Python.mp4 43.2 MB
~Get Your Files Here !/3 - 3. Printing Code - Input Statement And Variable - Debugging and Commenting/1 -Printing Code - Input Statement And Variable - Debugging and Commenting.mp4 20.0 MB
~Get Your Files Here !/9 - 9. Project_2 - Simple Calculator with Conditions/1 -Project_2 - Simple Calculator with Conditions.mp4 19.6 MB
~Get Your Files Here !/12 - 12. Project_3 Random Name Guessing Game/1 -Project_3 Random Name Guessing Game.mp4 15.8 MB
~Get Your Files Here !/5 - 5. Returning Length Of An Object & Python Data Types - Type Checking - a/1 -Theory - Part_1 Returning Length Of An Object & Python Data Types and more.mp4 12.7 MB
~Get Your Files Here !/1 - 1. Course Introduction/1 -Course Introduction.mp4 11.6 MB
~Get Your Files Here !/6 - 6. Project_1 - Personal Greeting and Character Count/1 -Project_1- Personal Greeting and Character Count.mp4 10.1 MB
~Get Your Files Here !/7 - 7. Comparison Operators - Python Conditional Statements and Much more/1 -Theory - Part_1 Operators In Python - Conditional Statements and Much more.mp4 9.0 MB
~Get Your Files Here !/10 - 10. Randomization & List In Python/1 -Part_1 Theory - Randomization & List In Python.mp4 7.0 MB
~Get Your Files Here !/1 - 1. Course Introduction/1 -Python Cheat Sheet.pdf 69.0 kB