Artificial Intelligence
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Admin: @PranavReal Free Resources for: 📌 Artificial Intelligence 📌 Machine Learning 📌 Deep Learning 📌 Data Science 📌 Python Programming
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Hands_On_Machine_Learning_with_Scikit_Learn_and_TensorFlow_Concepts.pdf45.31 MB
🤓🙌🏼 A handful of the most common data-related professions explained:
- Data architect (concerned with managing and storing data).
- Data engineer (concerned with building and maintaining data pipelines).
- Data analyst (concerned with analysis and representation of data).
- Machine learning engineer (concerned with developing and optimizing machine learning algorithms).
- Data scientist (concerned with what insights data can offer).
Read more: https://www.kdnuggets.com/2021/06/data-careers-crowd-solutions-architect.html 🦾
You don't need to buy a GPU for machine learning work!
There are other alternatives. Here are some:
1. Google Colab
2. Kaggle
3. Deepnote
4. AWS SageMaker
5. GCP Notebooks
6. Azure Notebooks
7. Cocalc
8. Binder
9. Saturncloud
10. Datablore
11. IBM Notebooks
Spend your time focusing on your problem.💪💪 Let others worry about the hardware!!
AI_in_Marketing,_Sales_and_Service_How_Marketers_without_a_Data.pdf8.10 MB
link: bit.ly/ai4all-course
Key Offerings by AI for All:
1. Nicely curated questions in assignments to cover all important topics of Python, ML, SQL, Statistics, Model Deployment and Sagemaker.
2. Mentors available 10am to 10pm everyday(including weekends)to resolve all your assignment related queries.
3. Content(YouTube videos and blogs) collection in a structured way to learn all the concepts.
4. Lifetime Access to Assignments and Content collections.
5. Learners tracking and reminders for continuous learnings.
6. Self paced courses.
7. No prior coding experience required.
8. Interview Questions and answers.
9. 10+ Data Science projects that you can put in Resume.
10. Course Completion Certificate
link: bit.ly/ai4all-course
Key Offerings by AI for All:
1. Nicely curated questions in assignments to cover all important topics of Python, ML, SQL, Statistics, Model Deployment and Sagemaker.
2. Mentors available 10am to 10pm everyday(including weekends)to resolve all your assignment related queries.
3. Content(YouTube videos and blogs) collection in a structured way to learn all the concepts.
4. Lifetime Access to Assignments and Content collections.
5. Learners tracking and reminders for continuous learnings.
6. Self paced courses.
7. No prior coding experience required.
8. Interview Questions and answers.
9. 10+ Data Science projects that you can put in Resume.
10. Course Completion Certificate
Amazing Hackthon Solved Data Science/ML Project Collection
⭐️ 167
https://github.com/analyticsindiamagazine/MachineHack/tree/master/Hackathon_Solutions
Harvard University's introduction to computer science and the art of programming - CS50x 2021
Introduction to the intellectual enterprises of computer science and the art of programming. This course teaches students how to think algorithmically and solve problems efficiently. Topics include abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web programming. Languages include C, Python, and SQL plus HTML, CSS, and JavaScript.
https://cs50.harvard.edu/x/2021/
Week 0 Scratch
Week 1 C
Week 2 Arrays
Week 3 Algorithms
Week 4 Memory
Week 5 Data Structures
Week 6 Python
Week 7 SQL
Week 8 HTML, CSS, JavaScript
Week 9 Flask
Week 10 Ethics
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Join @bigdataspecialist for more
