Rise n Shine
A perfect kickstart to your AI Journey.
Python with Generative AI
(Engineer Roadmap)
Following is the roadmap to learning Generative AI Engineer skills for a total beginner. It includes technical skills (or tool skills) and soft (or core) skills.
This comprehensive program covers a diverse range of topics, from Python, Git essentials, Docker for Machine Learning, CI/CD pipelines, and beyond..
750+
Happy Learners
Generative AI Engineer skills
Instructed by Venkat G
1 Year Access to Class Videos
Learn Anytime, Anywhere
✍ Prerequisites:
You must have skills or interests to build skills in Coding to become an AI engineer.
✨ Requirements:
No previous technical knowledge is required.
Students with some prior knowledge will improve their professional preparation.
⚡ Total Duration:
4 Months (5 hours of study Every Day)
Every Saturday Hackathon on Dream Your Job Program
Every Mock Interview Simulators and Assignments
This Course is designed for
following Enthusiasts
This comprehensive program covers a diverse range of topics, from Python, Git essentials, Docker for Machine Learning, CI/CD pipelines,
and beyond.
GAI for Tech Professionals:
- IT Experienced Professionals
-IT / Non IT Freshers
GAI for Developers:
- Data Scientists
- Data Engineers
- Python Developers
GAI for Business Entrepreneurs:
-Know the professions that AI puts at risk of disappearing.
-Know the new professions created by AI.
Included Two Courses
Generative AI Technical and then Scale your Profile
Gen AI -TECHNICAL
AWS Core Services
Git and GitHub
Docker Containers
Python Programming
Master Prompt Engineering
LangChain Python Framework
SAAS Based Applications
MLOps / LLMOps
Build Profile
Top Notch LinkedIn Profile
Craft ATS Supported Resume
Build Your Personal Brand
Prepare and Research Job
Network for Jobs
Ace Job Interviews
Salary Negotiations
How to Manage Office Politics
Python with Generative AI Modules
AWS for Generative AI Engineer
Git & GitHub for Generative AI Engineer
Python for Generative AI Engineers
Docker for Generative Engineer
Master Prompt Engineering
SQL for Python Developers
LangChain Python Framework
Python for Data Science Engineers
SAAS Based ML Deployment with Python
LLMOps with LangSmith
DYIJ Program Modules
Build a Resume + Cover Letter That Win Interviews
How To Create A Top-Notch LinkedIn Profile
Land the Perfect Job with LinkedIn
How To Network For Jobs
How To Build Your Personal Brand
Land the Perfect Job with LinkedIn
Job Search Tracker
How To Ace Job Interviews
How To Ace Salary Negotiations
Land Your Dream Tech Job
How To Make A Career Change
How To Manage Office Politics
How To Resign With Grace
Course curriculum
WEEK-1 AND 2: AWS CLOUD ESSENTIAL SERVICES
Topics
- Introduction of Cloud Computing
- Introduction of AWS
- AWS Computing Resources
- AWS Storage Service S3
- AWS Database
- AWS CLI
Assignment and Evaluation
- Project-1 – Static Website Hosting
- Mock Interview Simulator
Dream Your Job:
- SMART Goals
WEEK-3: GIT / GITHUB
Topics
- Introduction to Version Control Systems
- Getting Started with git.
- Local Repo vs Remote Repo
- AWS Storage Service S3
- Git Configurations
- Getting Started with Local Repo
- Concept of Working Directory - Staging Area - Commit
– Git Workflow - Local Repo
- Git Branching and Switching & Merging the Branches
- Checking Out Commits
- Working with Remote Repositories - GitHub / GitLab
- Cloning and Delete Branches
Dream Your Job:
LinkedIn - Core Skill: How to Create a Top-Notch LinkedIn Profile
Assignment and Evaluation
- Create a professional-looking LinkedIn profile.
- Create professional looking GitHub Account
- Mock Interview Simulator
WEEK 4 AND 5: PYTHON PROGRAMMING
Topics
- Introduction to Python Programming
- Install Anaconda
- Jupiter Lab
- Variables in Python
- Python Literals - Hands On
- Operators in Python
- Collection - Strings
– Python String - Built-in Functions - Hands On
- Data Structures
- Casting in Python Programming
- String Formatting
- Conditional Statements in Python
- Looping Statements
- Functions
- Exception Handling in Python
- Modules in Python
- Classes in Python
- File Handling in Python
- Working with Python Scripts
Dream Your Job:
- How To Create a Superb Resume and Cover Letter
- ATS Resume Preparation
- Verifying the Ranking of Resume
Assignment and Evaluation
- Create a Resume and Cover Letter.
- Python Assignments
- Mock Interview Simulator
- Verify the Resume Score and ATS Assistance
WEEK 6: DOCKER WITH PYTHON APP
Topics
- Introduction of Docker
- Docker Deep Dive
- Build Container Images - Manual
- Build Container Images - Automation
- Real time Use Cases
- Run Containers in Docker Compose
Dream Your Job:
- Job Search Preparation and Research
- How to Increase engagement.
- Remember online presence is a new form of resume
Assignment and Evaluation
- Docker Labs and Assignments.
- Mock Interview Simulator
- Increase Engagement
WEEK 7: MASTER PROMPT ENGINEERING
Topics
- Prompt Engineering Basics
- About ChatGPT
- ChatGPT with Python
- Prompting in Action
- Text Processing Models
- Image Processing Models
Dream Your Job:
- How To Build Your Personal Professional Brand
Assignment
- Mock Interview Simulator
- Increase Engagement
WEEK 8: SQL
Topics
- Basics of relational databases.
- Basic Queries: SELECT, WHERE LIKE, DISTINCT, BETWEEN, GROUP BY, ORDER BY
- Joins: Left, Right, Inner, Full
- Database creation, indexes, stored procedures.
Dream Your Job:
- How To Ace Job Interviews
Assignment
- Mock Interview Simulator
- Increase Engagement
WEEK 9 AND 10: LANGCHAIN PYTHON FRAMEWORK
Topics
- What Is LangChain?
- Installation
- Chat Models & Streaming
- Output Parsers
- Summarizing Large Amounts of Text
- Creating LangChain Documents
- Tracing with LangSmith
- Chat Models, itemgetter&RAG
- Creating Multiple Chains
- Conditional Logic, Branching & Merging
- Using JSON Mode with LangChain
- Exercise - Using JSON Mode with LangChain
Dream Your Job:
- Salary Negotiations
Assignment
- Mock Interview Simulator
- Increase Engagement
- Project: SEO Blog Articles
WEEK 11 AND 12: PYTHON FOR DATA SCIENCE –NUMPY, PANDAS& MATPLOTLIB
Topics
- Introduction to Numpy Library
- Basics of numpy array object
- Creation of Array Object - np.array()
- Attributes of Numpy Array
- Array Indexing and Slicing
- Mathematical Operation on Numpy Arrays
- Linear Algebra Functions in Numpy
- Relational Operators & Aggregation Functions on Numpy Arrays
- Introduction to Pandas
- Mathematical Operation on Pandas Series
- Dataframes in Pandas
- Working with Data in Pandas DataFrame
- Combining the DataFrames
- Other Functions on Pandas DataFrame
- Introduction to EDA
- Accessing Google Colab
- Loading the Large Dataset for Working
- Preliminary Analysis on DataFrame
- Null values in the Data frame
- Data Cleaning
- Introduction to Data Visualization
- Matplotlib Basics
- Types of Plot - Line plot
- Line Plots Hands On
- Plot Adjustment Hands On
- Scatter Plot
- Histogram Plot
- Introduction to Seaborn
- Exploring the data
- Plot - Categorical Data
- Advanced Plots in Seaborn
Dream Your Job:
- How To Manage Office Politics
Assignment
- How To Manage Office Politics
- Mock Interview Simulator
- Explore the Prompts with GitHub Copilot
WEEK 13 AND 14: SAAS BASED ML DEPLOYMENT WITH PYTHON
Topics
- Introduction to Streamlit
- Fundamentals of Streamlit
- Caching in Streamlit
- Session State Management
- Multipage Applications
- Authentication
- Connect to Data Sources
- Deploy to production.
Dream Your Job:
- Behavioural Skills
- Job Search Tracker
Assignment
- Add a link of your projects in your resume and LinkedIn.
- Mock Interview Simulator
WEEK 15 AND 16:LLMOPS WITH LANGSMITH
Topics
- LangSmith Announcement
- Lang Smith Summary and Implications
- The Full Cycle of Building Professional LLM Apps
- Main Challenges of the LLMOps Cycle
- How LangSmith Solves the Challenges of the Prototyping Phase
- How LangSmith Solves the Challenges of the Beta Testing Phase
- How LangSmith Solves the Challenges of the Production Phase
Dream Your Job:
- Behavioural Skills
- Job Search Tracker
Assignment
- Add a link of your projects in your resume and LinkedIn.
- Mock Interview Simulator
Python with Generative AI
What you will get?
Next Generation of AI Engineer Course
1 Year Access of the Course
Learn Anytime, Anywhere
Guaranteed Best Pricing from the Market
24/7 WhatsApp Support
Meet the Instructor
Venkat G
I'm Venkat, and I've spent more than 17 years in the IT industry, gaining valuable insights and expertise. With over 12 years of training experience, I've had the privilege of guiding and mentoring over 7000 software engineers.
My mission is simple:
I'm dedicated to empowering IT freshers and professionals like you to secure high-paying jobs and salary hikes. Together, we'll leverage your professional skills and portfolio in DevOps, AWS Cloud, Kubernetes, Python, AI, and Machine Learning to build your wealth in the tech world.
A Thriving Community ⭐
We’ve helped 700+ students completely. Change their lives. Don’t just take our word for it
Bharath
Verified Purchase
“Absolutely amazing course! Initially, I felt overwhelmed by a lot of bits and pieces of Information on the internet. This course builds up a strong foundation and covers almost every aspect of one should know !”
YOUTUBE
Rise n Shine Technologies transformed my career. With their guidance and training, I transitioned from a non-IT background to becoming a successful AI Engineer. I secured a job I had only dreamt of before. Their support and resources are unmatched.
Srikar
YOUTUBE
I was stuck in a dead-end job until I found Rise n Shine Technologies. Their real-world projects and certifications helped me level up my skills in a competitive job market. Now I'm a sought-after DevOps professional with a significant salary increase..
Sandip
I can't thank Rise n Shine Technologies enough for helping me land my dream job in AWS Cloud engineer. Their comprehensive training and personalized coaching prepared me for success. I'm now enjoying a rewarding career I'm passionate about..
Shubhangi Sonawane
The journey to my dream IT job seemed daunting, but Rise n Shine Technologies made it achievable. Their flexible training schedules allowed me to balance learning with my job. Their guidance and career support helped me secure a Cloud Architect role that I'm truly excited about.
Venkat
Frequently Asked Questions
What is the mission of Rise n Shine Technologies?
Our mission is to empower IT freshers and professionals to build their wealth by leveraging their professional portfolio in DevOps, AWS Cloud, Kubernetes, Python, and Machine Learning to secure high-paying jobs and salary hikes.
How can Rise n Shine Technologies help me achieve my dream IT job?
We offer comprehensive training and resources in key IT areas, along with guidance and support to help you acquire the skills and knowledge needed to land your dream job.
What makes your training programs unique?
Our programs are designed to bridge the gap between theory and practical skills. We provide hands-on experience through real-world projects, industry-relevant certifications, and personalized coaching to ensure your success.
Do I need prior IT experience to benefit from your programs?
No, our programs cater to both IT freshers and professionals. We have courses suitable for all skill levels, and our experienced trainers will guide you regardless of your starting point.
How long does it typically take to complete your training programs?
The duration varies depending on the specific program, but we offer flexible options to accommodate your schedule, whether you're looking for intensive training or a more gradual learning path.
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