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Python for Data Science and Machine Learning Bootcamp Content overview NumPy and Pandas Python for Data Visualization: Matplotlib, Seaborn, Pandas Built-in-Data Visualization Plotly and Cufflinks Geographical Plotting Linear Regression Cross Validation and Bias-Variance Trade-Off K Nearest Neighbors Decision Tress and Random Forests Support Vector Machines K Means Clustering Principal Component Analysis Recommender Systems Natural Language Processing . See the complete course content at https://www.udemy.com/course/python-for-data-science-and-machine-learning-bootcamp/ Click here to see the Certificate Interactive Python Dashboards with Plotly and Dash See course content at https://www.udemy.com/course/interactive-python-dashboards-with-plotly-and-dash/ Object Oriented Programming in Python (150+ Exercises) See course content at https://www.udemy.com/course/exercises-object-oriented-programming-in-python-oop-course/ AWS Academy - Cloud Foundations Content overview Introduction to AWS Cloud Essential Characteristics of cloud computing, Service Model, Deployment Models AWS Global Infrastructure: Regions, Availability zones, Edge Locations . AWS foundation services: Compute: EC2, AWS Lambda, ECS, Auto Scaling Networking: VPC, Elastic Load Balancer, Route 53 Storage: Amazon EBS, Amazon S3, Amazon EFS, Amazon Relational Database Service (RDS) AWS Academy - Cloud Architecting Content overview Designing a cloud environment Designing for High Availability Configuring VPS, Availability zones, NAT Gateway, Route Table, Load Balancer, Auto Scaling Group. Automating your Infrastructure Infrastructure as code AWS CloudFormation Templates . Decoupling your Infrastructure Loose coupling Strategies Designing Web Scale Media Storing Web-Accessible Content with Amazon S3 Caching with Amazon CloudFront Storing relational data in Amazon RDS, Managing NoSQL databases Multi-region failover with Amazon Route 53 . . . . . Red Hat Certified Systems Administrator Prep (RHCSA) Content overview Essential tools: Input/output redirection. Grep and Regular Expressions to analyse text Access remote systems using SSH. Configure key-based authentication for SSH. Finding files with Locate and Find Archive and Compress files using tar and gzip. Create hard and soft links Managing Processes: Adjust process priority and kill processes Configure Local Storage: List, Create and Delete partitions on MBR and GPT Disks. Configure systems to mount file systems at Boot Add new partitions, logical volumes and Swap to a System Create and configure File Systems: Create and Mount VFAT, EXT4 and XFS file systems. Mount CIFS and NFS Network File systems Configure network connections statically or dynamically. Schedule tasks using «at» and «cron» Install and update software packages and managing repositories using «yum» Manage users and groups: Create, delete and modify user accounts and groups Configure Firewall settings. See the complete course content at https://www.udemy.com/course/linux-academy-red-hat-certified-systems-administrator-prep/