Model Fine Tuning | Codebasics

Go to Home

0% Completed

- Login
- Register

back

- Login
- Register

0% Completed

Contents

1.1: AI Innovations
1.2: Will AI Replace Data Analyst Jobs?

2.1: What is Machine Learning
2.2: Classification vs Regression
2.3: Supervised vs Unsupervised Learning
2.4: ML Algorithms Overview
2.5: Tooling for ML

3.1: 10 Stages of AI Project Lifecycle
3.2: Requirements and Scope of Work (SOW)
3.3: Data Collection
3.4: Data Preparation & Exploratory Data Analysis
3.5: Feature Engineering
3.6: Model Selection & Training
3.7: Model Evaluation Metrics (Accuracy, Prediction, Recall & F1 Score)
3.8: Model Evaluation Metrics: When to use which Metric?
3.9: Model Fine Tuning
3.10: Model Deployment
3.11: Deployment & Monitoring Using ML Ops

4.1: The Role of Data in AI
4.2: Data Infrastructure in a Company
4.3: Data Collection: Overview
4.4: Data Storage and Transformation: Overview
4.5: Data Distribution: Privacy, Ethics & Governance

5.1: Data Collection
5.2: Data Cleaning
5.3: Data Transformation
5.4: Data Visualization & Insights
5.5: 4 General Use Cases

6.1: Why Humans are Better in Communication Compared To AI?
6.2: Using AI for Emails & Presentations

7.1: Job Titles & Resume Customization
7.2: Asking For Referral
7.3: Mock Interviews: Resume & Job-Specific Interview Questions
7.4: Mock Interviews: Technical Interview
7.5: Mock Interviews: Case Study & Behavioral

8.1: PDF File of Useful AI Prompts

Instructor

Hemanand

Hemanand Vadivel

Ex- Data Analytics Manager, 8+ Years in Europe, Microsoft Certified, Certified Supply Chain Professional

I’m a mechanical engineer who transitioned to a full time Data & Analytics manager in the UK & Germany by teaching myself Power BI, excel & anything else that was required to solve the problem. I have worked with complex data across Supply Chain, Sales, Marketing, Revenue Management, Finance and HR functions over the last 8 years to deliver effective solutions. To me, Analytics is an extra sensory organ that anyone can develop to become a superhuman at work. I have conducted several workshops and internal training to help non-technical people to become superhuman at work and now, really excited for this opportunity to share all that knowledge with you in this course.

Model Fine Tuning

Prev

Lecture Content Locked

Enroll in Bootcamp to Unlock

Login

Log in with Google

Log in with Linkedin

E-Mail Address

Enter your Password

Forgot Password?

Don't have an account? Register Now!

By signing up, you agree to
our Terms and Conditions and Privacy Policy.