๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ ๐๐ฅ๐๐ ๐ฅ๐ผ๐ฎ๐ฑ๐บ๐ฎ๐ฝ ,๐๐ฒ๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป๐ ,๐ฃ๐ฟ๐ผ๐ท๐ฒ๐ฐ๐๐ & ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐๐๐ถ๐ฑ๐ฒ๐
Roadmap:- https://pdlink.in/41c1Kei
Certifications:- https://pdlink.in/3Fq7E4p
Projects:- https://pdlink.in/3ZkXetO
Interview Q/A :- https://pdlink.in/4jLOJ2a
Enroll For FREE & Become a Certified Data Analyst In 2025๐
Roadmap:- https://pdlink.in/41c1Kei
Certifications:- https://pdlink.in/3Fq7E4p
Projects:- https://pdlink.in/3ZkXetO
Interview Q/A :- https://pdlink.in/4jLOJ2a
Enroll For FREE & Become a Certified Data Analyst In 2025๐
โค1
Forwarded from Artificial Intelligence
๐๐ป๐ฑ๐๐๐๐ฟ๐ ๐๐ฝ๐ฝ๐ฟ๐ผ๐๐ฒ๐ฑ ๐๐ฅ๐๐ ๐๐ฒ๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป๐ ๐
Whether youโre interested in AI, Data Analytics, Cybersecurity, or Cloud Computing, thereโs something here for everyone.
โ 100% Free Courses
โ Govt. Incentives on Completion
โ Self-paced Learning
โ Certificates to Showcase on LinkedIn & Resume
โ Mock Assessments to Test Your Skills
๐๐ข๐ง๐ค ๐:-
https://pdlink.in/447coEk
Enroll for FREE & Get Certified ๐
Whether youโre interested in AI, Data Analytics, Cybersecurity, or Cloud Computing, thereโs something here for everyone.
โ 100% Free Courses
โ Govt. Incentives on Completion
โ Self-paced Learning
โ Certificates to Showcase on LinkedIn & Resume
โ Mock Assessments to Test Your Skills
๐๐ข๐ง๐ค ๐:-
https://pdlink.in/447coEk
Enroll for FREE & Get Certified ๐
๐จโ๐The Best Courses for AI from Universities with YouTube Playlists
Stanford University Courses
โขCS221 - Artificial Intelligence: Principles and Techniques
โขCS224U: Natural Language Understanding
โขCS224n - Natural Language Processing with Deep Learning
โขCS229 - Machine Learning
โขCS230 - Deep Learning
โขCS231n - Convolutional Neural Networks for Visual Recognition
โขCS234 - Reinforcement Learning
โขCS330 - Deep Multi-task and Meta-Learning
โขCS25 - Transformers United
Carnegie Mellon University Courses
โขCS 10-708: Probabilistic Graphical Models
โขCS/LTI 11-711: Advanced NLP
โขCS/LTI 11-737: Multilingual NLP
โขCS/LTI 11-747: Neural Networks for NLP
โขCS/LTI 11-785: Introduction to Deep Learning
โขCS/LTI 11-785: Neural Networks
Massachusetts Institute of Technology Courses
โขIntroduction to Algorithms
โขIntroduction to Deep Learning
โข6.S094 - Deep Learning
DeepMind x UCL
โขCOMP M050 - Introduction to Reinforcement Learning
โขDeep Learning Series
Stanford University Courses
โขCS221 - Artificial Intelligence: Principles and Techniques
โขCS224U: Natural Language Understanding
โขCS224n - Natural Language Processing with Deep Learning
โขCS229 - Machine Learning
โขCS230 - Deep Learning
โขCS231n - Convolutional Neural Networks for Visual Recognition
โขCS234 - Reinforcement Learning
โขCS330 - Deep Multi-task and Meta-Learning
โขCS25 - Transformers United
Carnegie Mellon University Courses
โขCS 10-708: Probabilistic Graphical Models
โขCS/LTI 11-711: Advanced NLP
โขCS/LTI 11-737: Multilingual NLP
โขCS/LTI 11-747: Neural Networks for NLP
โขCS/LTI 11-785: Introduction to Deep Learning
โขCS/LTI 11-785: Neural Networks
Massachusetts Institute of Technology Courses
โขIntroduction to Algorithms
โขIntroduction to Deep Learning
โข6.S094 - Deep Learning
DeepMind x UCL
โขCOMP M050 - Introduction to Reinforcement Learning
โขDeep Learning Series
โค3
Forwarded from Artificial Intelligence
๐ง๐ผ๐ฝ ๐๐ผ๐บ๐ฝ๐ฎ๐ป๐ถ๐ฒ๐ & ๐๐ฒ๐ฎ๐ฑ๐ถ๐ป๐ด ๐๐ผ๐บ๐ฝ๐ฎ๐ป๐ถ๐ฒ๐ ๐ข๐ณ๐ณ๐ฒ๐ฟ๐ถ๐ป๐ด ๐๐ฅ๐๐ ๐๐ฒ๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป ๐๐ผ๐๐ฟ๐๐ฒ๐ ๐
Harward :- https://pdlink.in/4kmYOn1
MIT :- https://pdlink.in/45cvR95
HP :- https://pdlink.in/45ci02k
Google :- https://pdlink.in/3YsujTV
Microsoft :- https://pdlink.in/441GCKF
Standford :- https://pdlink.in/3ThPwNw
IIM :- https://pdlink.in/4nfXDrV
Enroll for FREE & Get Certified ๐
Harward :- https://pdlink.in/4kmYOn1
MIT :- https://pdlink.in/45cvR95
HP :- https://pdlink.in/45ci02k
Google :- https://pdlink.in/3YsujTV
Microsoft :- https://pdlink.in/441GCKF
Standford :- https://pdlink.in/3ThPwNw
IIM :- https://pdlink.in/4nfXDrV
Enroll for FREE & Get Certified ๐
โค2
Artificial Intelligence with Python - 2022.pdf
9.5 MB
Artificial Intelligence with Python
Teik Toe Teoh, 2022
Teik Toe Teoh, 2022
โค2
Forwarded from Artificial Intelligence
๐๐ข๐๐ซ๐จ๐ฌ๐จ๐๐ญ ๐
๐๐๐ ๐๐๐ซ๐ญ๐ข๐๐ข๐๐๐ญ๐ข๐จ๐ง ๐๐จ๐ฎ๐ซ๐ฌ๐๐ฌ!๐๐ป
Supercharge your career with 5 FREE Microsoft certification courses designed to boost your data analytics skills!
๐๐ง๐ซ๐จ๐ฅ๐ฅ ๐ ๐จ๐ซ ๐ ๐๐๐๐ :-
https://bit.ly/3Vlixcq
- Earn certifications to showcase your skills
Donโt waitโstart your journey to success today! โจ
Supercharge your career with 5 FREE Microsoft certification courses designed to boost your data analytics skills!
๐๐ง๐ซ๐จ๐ฅ๐ฅ ๐ ๐จ๐ซ ๐ ๐๐๐๐ :-
https://bit.ly/3Vlixcq
- Earn certifications to showcase your skills
Donโt waitโstart your journey to success today! โจ
โค2
๐๐ฟ๐ฒ๐ฒ ๐๐ & ๐ ๐ฎ๐ฐ๐ต๐ถ๐ป๐ฒ ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐๐ผ๐๐ฟ๐๐ฒ ๐ณ๐ผ๐ฟ ๐๐ฒ๐ด๐ถ๐ป๐ป๐ฒ๐ฟ๐๐
Want to explore AI & Machine Learning but donโt know where to start โ or donโt want to spend โนโนโน on it?๐จโ๐ป
Learn the foundations of AI, machine learning basics, data handling, and real-world use cases in just a few hours.๐๐
๐๐ข๐ง๐ค๐:-
https://pdlink.in/401SWry
This 100% FREE course is designed just for beginners โ whether youโre a student, fresher, or career switcherโ ๏ธ
Want to explore AI & Machine Learning but donโt know where to start โ or donโt want to spend โนโนโน on it?๐จโ๐ป
Learn the foundations of AI, machine learning basics, data handling, and real-world use cases in just a few hours.๐๐
๐๐ข๐ง๐ค๐:-
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This 100% FREE course is designed just for beginners โ whether youโre a student, fresher, or career switcherโ ๏ธ
โค2
๐ฃ๐ฟ๐ฒ๐ฝ๐ฎ๐ฟ๐ถ๐ป๐ด ๐ณ๐ผ๐ฟ ๐ง๐ฒ๐ฐ๐ต ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐๐ ๐ถ๐ป ๐ฎ๐ฌ๐ฎ๐ฑ? ๐๐ฒ๐ฟ๐ฒโ๐ ๐ฌ๐ผ๐๐ฟ ๐ฆ๐๐ฒ๐ฝ-๐ฏ๐-๐ฆ๐๐ฒ๐ฝ ๐ฅ๐ผ๐ฎ๐ฑ๐บ๐ฎ๐ฝ ๐๐ผ ๐๐ฟ๐ฎ๐ฐ๐ธ ๐ฃ๐ฟ๐ผ๐ฑ๐๐ฐ๐-๐๐ฎ๐๐ฒ๐ฑ ๐๐ผ๐บ๐ฝ๐ฎ๐ป๐ถ๐ฒ๐!๐
Landing your dream tech job takes more than just writing code โ it requires structured preparation across key areas๐จโ๐ป
This roadmap will guide you from zero to offer letter! ๐ผ๐
๐๐ข๐ง๐ค๐:-
https://pdlink.in/3GdfTS2
This plan works if you stay consistent๐ชโ ๏ธ
Landing your dream tech job takes more than just writing code โ it requires structured preparation across key areas๐จโ๐ป
This roadmap will guide you from zero to offer letter! ๐ผ๐
๐๐ข๐ง๐ค๐:-
https://pdlink.in/3GdfTS2
This plan works if you stay consistent๐ชโ ๏ธ
โค3
๐ Free useful resources to learn Machine Learning
๐ Google
https://developers.google.com/machine-learning/crash-course
๐ Leetcode
https://leetcode.com/explore/featured/card/machine-learning-101
๐ Hackerrank
https://www.hackerrank.com/domains/ai/machine-learning
๐ Hands-on Machine Learning
https://t.me/datasciencefun/424
๐ FreeCodeCamp
https://www.freecodecamp.org/learn/machine-learning-with-python/
๐ Machine learning projects
https://t.me/datasciencefun/392
๐ Kaggle
https://www.kaggle.com/learn/intro-to-machine-learning
https://www.kaggle.com/learn/intermediate-machine-learning
๐ Geeksforgeeks
https://www.geeksforgeeks.org/machine-learning/
๐ Create ML Models
https://docs.microsoft.com/en-us/learn/paths/create-machine-learn-models/
๐ Machine Learning Test Cheat Sheet
https://www.cheatography.com/lulu-0012/cheat-sheets/test-ml/pdf/
Join @free4unow_backup for more free resources
ENJOY LEARNING ๐๐
๐ Google
https://developers.google.com/machine-learning/crash-course
๐ Leetcode
https://leetcode.com/explore/featured/card/machine-learning-101
๐ Hackerrank
https://www.hackerrank.com/domains/ai/machine-learning
๐ Hands-on Machine Learning
https://t.me/datasciencefun/424
๐ FreeCodeCamp
https://www.freecodecamp.org/learn/machine-learning-with-python/
๐ Machine learning projects
https://t.me/datasciencefun/392
๐ Kaggle
https://www.kaggle.com/learn/intro-to-machine-learning
https://www.kaggle.com/learn/intermediate-machine-learning
๐ Geeksforgeeks
https://www.geeksforgeeks.org/machine-learning/
๐ Create ML Models
https://docs.microsoft.com/en-us/learn/paths/create-machine-learn-models/
๐ Machine Learning Test Cheat Sheet
https://www.cheatography.com/lulu-0012/cheat-sheets/test-ml/pdf/
Join @free4unow_backup for more free resources
ENJOY LEARNING ๐๐
โค4
Forwarded from Artificial Intelligence
๐ช๐ฎ๐ป๐ ๐๐ผ ๐๐๐ถ๐น๐ฑ ๐ฎ ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ ๐ฃ๐ผ๐ฟ๐๐ณ๐ผ๐น๐ถ๐ผ ๐ง๐ต๐ฎ๐ ๐๐ฒ๐๐ ๐ฌ๐ผ๐ ๐๐ถ๐ฟ๐ฒ๐ฑ?๐
If youโre just starting out in data analytics and wondering how to stand out โ real-world projects are the key๐
No recruiter is impressed by โjust theory.โ What they want to see? Actionable proof of your skills๐จโ๐ป๐
๐๐ข๐ง๐ค๐:-
https://pdlink.in/4ezeIc9
Show recruiters that you donโt just โknowโ tools โ you use them to solve problemsโ ๏ธ
If youโre just starting out in data analytics and wondering how to stand out โ real-world projects are the key๐
No recruiter is impressed by โjust theory.โ What they want to see? Actionable proof of your skills๐จโ๐ป๐
๐๐ข๐ง๐ค๐:-
https://pdlink.in/4ezeIc9
Show recruiters that you donโt just โknowโ tools โ you use them to solve problemsโ ๏ธ
โค1
How to master ChatGPT-4o....
The secret? Prompt engineering.
These 9 frameworks will help you!
APE
โณ Action, Purpose, Expectation
Action: Define the job or activity.
Purpose: Discuss the goal.
Expectation: State the desired outcome.
RACE
โณ Role, Action, Context, Expectation
Role: Specify ChatGPT's role.
Action: Detail the necessary action.
Context: Provide situational details.
Expectation: Describe the expected outcome.
COAST
โณ Context, Objective, Actions, Scenario, Task
Context: Set the stage.
Objective: Describe the goal.
Actions: Explain needed steps.
Scenario: Describe the situation.
Task: Outline the task.
TAG
โณ Task, Action, Goal
Task: Define the task.
Action: Describe the steps.
Goal: Explain the end goal.
RISE
โณ Role, Input, Steps, Expectation
Role: Specify ChatGPT's role.
Input: Provide necessary information.
Steps: Detail the steps.
Expectation: Describe the result.
TRACE
โณ Task, Request, Action, Context, Example
Task: Define the task.
Request: Describe the need.
Action: State the required action.
Context: Provide the situation.
Example: Illustrate with an example.
ERA
โณ Expectation, Role, Action
Expectation: Describe the desired result.
Role: Specify ChatGPT's role.
Action: Specify needed actions.
CARE
โณ Context, Action, Result, Example
Context: Set the stage.
Action: Describe the task.
Result: Describe the outcome.
Example: Give an illustration.
ROSES
โณ Role, Objective, Scenario, Expected Solution, Steps
Role: Specify ChatGPT's role.
Objective: State the goal or aim.
Scenario: Describe the situation.
Expected Solution: Define the outcome.
Steps: Ask for necessary actions to reach solution.
Join for more: https://t.me/machinelearning_deeplearning
The secret? Prompt engineering.
These 9 frameworks will help you!
APE
โณ Action, Purpose, Expectation
Action: Define the job or activity.
Purpose: Discuss the goal.
Expectation: State the desired outcome.
RACE
โณ Role, Action, Context, Expectation
Role: Specify ChatGPT's role.
Action: Detail the necessary action.
Context: Provide situational details.
Expectation: Describe the expected outcome.
COAST
โณ Context, Objective, Actions, Scenario, Task
Context: Set the stage.
Objective: Describe the goal.
Actions: Explain needed steps.
Scenario: Describe the situation.
Task: Outline the task.
TAG
โณ Task, Action, Goal
Task: Define the task.
Action: Describe the steps.
Goal: Explain the end goal.
RISE
โณ Role, Input, Steps, Expectation
Role: Specify ChatGPT's role.
Input: Provide necessary information.
Steps: Detail the steps.
Expectation: Describe the result.
TRACE
โณ Task, Request, Action, Context, Example
Task: Define the task.
Request: Describe the need.
Action: State the required action.
Context: Provide the situation.
Example: Illustrate with an example.
ERA
โณ Expectation, Role, Action
Expectation: Describe the desired result.
Role: Specify ChatGPT's role.
Action: Specify needed actions.
CARE
โณ Context, Action, Result, Example
Context: Set the stage.
Action: Describe the task.
Result: Describe the outcome.
Example: Give an illustration.
ROSES
โณ Role, Objective, Scenario, Expected Solution, Steps
Role: Specify ChatGPT's role.
Objective: State the goal or aim.
Scenario: Describe the situation.
Expected Solution: Define the outcome.
Steps: Ask for necessary actions to reach solution.
Join for more: https://t.me/machinelearning_deeplearning
โค3
Forwarded from Artificial Intelligence
๐ช๐ฎ๐ป๐ ๐๐ผ ๐๐ฒ๐ฎ๐ฟ๐ป ๐๐ป-๐๐ฒ๐บ๐ฎ๐ป๐ฑ ๐ง๐ฒ๐ฐ๐ต ๐ฆ๐ธ๐ถ๐น๐น๐ โ ๐ณ๐ผ๐ฟ ๐๐ฅ๐๐ โ ๐๐ถ๐ฟ๐ฒ๐ฐ๐๐น๐ ๐ณ๐ฟ๐ผ๐บ ๐๐ผ๐ผ๐ด๐น๐ฒ?๐
Whether youโre a student, job seeker, or just hungry to upskill โ these 5 beginner-friendly courses are your golden ticket๐๏ธ
No fluff. No fees. Just career-boosting knowledge and certificates that make your resume popโจ๏ธ
๐๐ข๐ง๐ค๐:-
https://pdlink.in/42vL6br
Enjoy Learning โ ๏ธ
Whether youโre a student, job seeker, or just hungry to upskill โ these 5 beginner-friendly courses are your golden ticket๐๏ธ
No fluff. No fees. Just career-boosting knowledge and certificates that make your resume popโจ๏ธ
๐๐ข๐ง๐ค๐:-
https://pdlink.in/42vL6br
Enjoy Learning โ ๏ธ
โค1
๐ GPT-4 performed better in financial analysis with larger and more mature firms, BI researchers reported.
A study has found that OpenAI's GPT-4 can analyze financial statements and sometimes predict a company's future performance better than a human analyst.
Researchers at the University of Chicago Booth School of Business studied more than 150,000 firm observations, from about 15,000 companies, and evaluated the performance of financial analysts in their predictions. The analysts achieved 53% accuracy in monthly forecasts of the direction of future earnings.
GPT-4, given financial reports without textual information, achieved 52% accuracy. However, when the researchers used a command-line thought chain, the model achieved 60% accuracy, outperforming human analysts.
The results showed that GPT, by receiving more instructions and approaching the analysis like a human, could outperform human analysts even without key textual information commonly found in financial reports.
A study has found that OpenAI's GPT-4 can analyze financial statements and sometimes predict a company's future performance better than a human analyst.
Researchers at the University of Chicago Booth School of Business studied more than 150,000 firm observations, from about 15,000 companies, and evaluated the performance of financial analysts in their predictions. The analysts achieved 53% accuracy in monthly forecasts of the direction of future earnings.
GPT-4, given financial reports without textual information, achieved 52% accuracy. However, when the researchers used a command-line thought chain, the model achieved 60% accuracy, outperforming human analysts.
The results showed that GPT, by receiving more instructions and approaching the analysis like a human, could outperform human analysts even without key textual information commonly found in financial reports.
โค2
Anti Aging Breakthrough
Researchers at NYU have developed an AI powered tool called the Nuclear Morphometric Pipeline (NMP) that accurately identifies and tracks senescent cells - damaged cells linked to aging and disease, by analyzing changes in their nuclei.
The tool could improve understanding of aging, aid in drug development, and support therapies to reverse age related damage.
Another important step toward understanding aging
Researchers at NYU have developed an AI powered tool called the Nuclear Morphometric Pipeline (NMP) that accurately identifies and tracks senescent cells - damaged cells linked to aging and disease, by analyzing changes in their nuclei.
The tool could improve understanding of aging, aid in drug development, and support therapies to reverse age related damage.
Another important step toward understanding aging
โค2
๐๐ฎ๐ฟ๐๐ฎ๐ฟ๐ฑ ๐๐๐๐ ๐ฅ๐ฒ๐น๐ฒ๐ฎ๐๐ฒ๐ฑ ๐ฑ ๐๐ฅ๐๐ ๐ง๐ฒ๐ฐ๐ต ๐๐ผ๐๐ฟ๐๐ฒ๐ ๐ฌ๐ผ๐ ๐๐ฎ๐ปโ๐ ๐ ๐ถ๐๐ ๐ถ๐ป ๐ฎ๐ฌ๐ฎ๐ฑ!๐
๐จ Harvard just dropped 5 FREE online tech courses โ no fees, no catches!๐
Whether youโre just starting out or upskilling for a tech career, this is your chance to learn from one of the worldโs top universities โ for FREE. ๐
๐๐ข๐ง๐ค๐:-
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๐กLearn at your own pace, earn certificates, and boost your resumeโ ๏ธ
๐จ Harvard just dropped 5 FREE online tech courses โ no fees, no catches!๐
Whether youโre just starting out or upskilling for a tech career, this is your chance to learn from one of the worldโs top universities โ for FREE. ๐
๐๐ข๐ง๐ค๐:-
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๐กLearn at your own pace, earn certificates, and boost your resumeโ ๏ธ
โค1
๐จ๐ฝ๐๐ธ๐ถ๐น๐น ๐๐ฎ๐๐: ๐๐ฒ๐ฎ๐ฟ๐ป ๐ง๐ฒ๐ฐ๐ต ๐ฆ๐ธ๐ถ๐น๐น๐ ๐๐ถ๐๐ต ๐ฃ๐ฟ๐ผ๐ท๐ฒ๐ฐ๐-๐๐ฎ๐๐ฒ๐ฑ ๐๐ผ๐๐ฟ๐๐ฒ๐ ๐ถ๐ป ๐๐๐๐ ๐ฏ๐ฌ ๐๐ฎ๐๐!๐
Level up your tech skills in just 30 days! ๐ป๐จโ๐
Whether youโre a beginner, student, or planning a career switch, this platform offers project-based courses๐จโ๐ปโจ๏ธ
๐๐ข๐ง๐ค๐:-
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Start today and youโll be 10x more confident by the end of it!โ ๏ธ
Level up your tech skills in just 30 days! ๐ป๐จโ๐
Whether youโre a beginner, student, or planning a career switch, this platform offers project-based courses๐จโ๐ปโจ๏ธ
๐๐ข๐ง๐ค๐:-
https://pdlink.in/3U2nBl4
Start today and youโll be 10x more confident by the end of it!โ ๏ธ
โค1