Course Description
Welcome to the "AI-ML/AI-Data Analysis" course, your gateway to mastering data-driven decision-making and machine learning techniques! This comprehensive program is meticulously crafted to empower participants with essential knowledge and skills required to analyze data, build predictive models, and deploy AI solutions efficiently.
Course Overview:
Embark on a transformative journey from a beginner to a proficient AI-ML expert in this extensive course. This program is designed to equip you with fundamental and advanced skills in data analysis, machine learning, and AI-powered applications, enabling you to solve real-world challenges using data-driven insights.
Duration: 12 weeks
Curriculum Highlights:
- Master Python for data analysis and machine learning, including libraries like NumPy, Pandas, Matplotlib, and Scikit-learn.
- Develop expertise in handling, cleaning, and visualizing data for insightful decision-making.
- Understand and apply statistical methods for data interpretation and pattern recognition.
- Learn machine learning techniques, including supervised and unsupervised learning models.
- Build, tune, and deploy predictive models to solve real-world business and industry problems.
- Get hands-on experience with AI tools, coding assistants, and cloud-based AI deployment.
- Gain insights into cloud computing, Kubernetes orchestration, and networking essentials for AI applications.
- Comprehensive learning resources such as quizzes, assignments, hands-on projects, and live coding sessions.
Important Information
- Limited Capacity: Ensure personalized attention and quality interaction by securing your spot in the limited 150-participant cohort.
- Early Registration Discount: Take advantage of special discounted pricing by registering early and securing your place in the course.
- Career Advancement Opportunities: Access internship and interview opportunities upon successful completion, providing a pathway for professional growth and development.
Who Should Attend?
- Aspiring data scientists, AI engineers, and machine learning enthusiasts looking to build practical skills.
- Students and professionals aiming to enhance their understanding of data analysis, statistics, and machine learning.
- Individuals preparing for technical roles in AI, ML, and data science-related fields.
- Anyone interested in leveraging AI-driven solutions for real-world applications.
Enroll Today!
By the end of this course, you'll not only master the essential concepts of Artificial Intelligence and Machine Learning but also gain practical experience in data analysis techniques that drive real-world insights.
Whether you're an aspiring data scientist, a tech enthusiast, or a professional looking to leverage AI and data analytics in your field, this course is your gateway to success. Join us on this transformative journey and unlock your full potential in AI and data analysis!
Pricing:
-
For pricing and more information, please contact us at contact@venkys.io .
Don't miss this opportunity! Click the "Enroll Today!" link above to start your journey in AI-ML and Data Analysis now!
Course Curriculum
AI & ML Course - Comprehensive Course
Course Structure:
Module 01: Python Programming-1
- Introduction to Python and Basic Syntax
- Control Structures
- Functions
- Data Structures
- File Handling
Module 02: Python Programming-2
- Modules, Libraries
- Exception Handling
- OOPs Part 1
- OOPs Part 2
- Hands-on Project
Module 03: Databases
- Introduction to SQL/NoSQL Databases
- SQL Querying
- SQL Joins
- NoSQL Databases
- Integration with Python & MongoDB
Module 04: Web Development using Flask
- Introduction to Flask and Application Setup
- Working with Templates and Static Files
- Handling Forms and User Input
- Database Integration with Flask-SQLAlchemy
- Authentication and Deploying Flask Applications
Module 05: Prompt Engineering
- Introduction to Prompt Engineering and AI Language Models
- Crafting Effective Prompts
- Prompt Engineering for Specific Applications
- Ethical Considerations and Advanced Techniques
- Hands-on Practice with AI Tools
Module 06: AI Coding Assistants
- Introduction to AI-Powered Coding Assistants
- AI-Powered Code Generation
- Debugging and Code Optimization with AI
- Advanced Features of AI Coding Assistants
- Hands-on practice with GitHub Copilot, Amazon Q, Google Gemini
Module 07: Linux Basics
- Introduction to Linux and Basic Commands
- User and File Permissions Management
- Process Management and Shell Scripting Basics
- Package Management and Disk Management
- Networking Basics and System Monitoring
Module 08: Networking Essentials
- Introduction to Networking
- TCP/IP Model and IP Addressing
- Subnetting and DHCP
- Application Layer Protocol
- Network Troubleshooting and Basic Security
Module 09: Introduction to Cloud Computing
- Introduction to Cloud Computing, Core Cloud Services
- Core Cloud Services
- Introduction to Cloud DevOps
- Advanced Cloud Computing
- Hands-on Guided Project & Career Pathways and Hands-On Labs
Module 10: Introduction to Prominent Orchestration (Kubernetes)
- Introduction to Kubernetes
- Working with Pods & Deployments
- Services, Networking & Ingress
- ConfigMaps, Secrets, and Storage
- Kubernetes Security, Monitoring & Best Practices
Module 11: Data Analysis
- Introduction to Data Analysis and Tools
- Data Cleaning and Preprocessing
- Data Analysis Using SQL
- Data Visualization Techniques
- Advanced Data Analytics and Reporting
Module 12: Data Analytics with Power BI
- Course Introduction and Overview of Power BI
- Understanding Power BI Interface and Basics
- Data Sources and Data Importing
- Data Transformation with Power Query
- Advanced Power Query & Sharing Insights
Module 13: Power BI Advanced Concepts
- Data Modelling and Basic Visualization
- Advanced Visualizations in Power BI
- Introduction to DAX (Data Analysis Expressions)
- Intermediate DAX
- Data Refresh and Scheduling
Module 14: Machine Learning Models using Python
- Load and Preprocess Data with Pandas
- Train a Machine Learning Model
- Validate the Trained Model
- Apply the Model to New Data
- Visualize and Report Results
Enroll Today!
Join us on this enriching adventure towards becoming a proficient programmer!
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