Python for AI Projects - From Data Exploration to Impact
- Category Other
- Type Tutorials
- Language English
- Total size 336.1 MB
- Uploaded By freecoursewb
- Downloads 243
- Last checked 1 hour ago
- Date uploaded 3 weeks ago
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Infohash : 90236796B0ED9E7115A8C342DCBDBF2E90EDA080
Python for AI Projects: From Data Exploration to Impact
https://WebToolTip.com
Released 11/2025
With Danny Ma
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 2h 44m 12s | Size: 336 MB
Data science influencer Danny Ma brings his signature warmth and practicality to this guide to developing AI and machine learning algorithms with a data-driven approach.
Course details
Experienced data analysts can drastically improve their competitiveness in the current market with some hands-on AI and machine learning training. In this course, Danny Ma—CEO and founder at Sydney Data Science and popular data science influencer—offers you an easygoing, practical guide to developing AI and machine learning algorithms using a data-driven approach. This course is specifically created for practitioners with a strong understanding of data analysis. Using simple Python code, you will learn how to utilize robust machine learning algorithms on familiar types of business data. This course enables you to bridge the gap between theory and actual use as you effectively apply your new skills on the job.
Files:
[ WebToolTip.com ] Python for AI Projects - From Data Exploration to Impact- Get Bonus Downloads Here.url (0.2 KB) ~Get Your Files Here ! 01 - Introduction
- 01 - Introduction.mp4 (3.3 MB)
- 01 - Introduction.srt (1.3 KB)
- 01 - AI use cases.mp4 (14.4 MB)
- 01 - AI use cases.srt (11.1 KB)
- 02 - AI and machine learning (ML) frameworks.mp4 (12.9 MB)
- 02 - AI and machine learning (ML) frameworks.srt (12.3 KB)
- 03 - Python environment.mp4 (1.7 MB)
- 03 - Python environment.srt (2.1 KB)
- 01 - Data exploration.mp4 (8.6 MB)
- 01 - Data exploration.srt (8.8 KB)
- 02 - Training data pipeline.mp4 (9.2 MB)
- 02 - Training data pipeline.srt (8.8 KB)
- 03 - Turning Raw Text into Business Insights with Python and NLP.mp4 (26.5 MB)
- 03 - Turning Raw Text into Business Insights with Python and NLP.srt (13.0 KB)
- 04 - Model fitting.mp4 (16.0 MB)
- 04 - Model fitting.srt (13.3 KB)
- 05 - Building Smarter Search From Keywords to Semantic AI.mp4 (8.4 MB)
- 05 - Building Smarter Search From Keywords to Semantic AI.srt (4.2 KB)
- 06 - Model metrics.mp4 (20.1 MB)
- 06 - Model metrics.srt (20.7 KB)
- 07 - From Search to Answers Building AI Knowledge Solutions.mp4 (16.3 MB)
- 07 - From Search to Answers Building AI Knowledge Solutions.srt (9.6 KB)
- 01 - Data exploration.mp4 (10.2 MB)
- 01 - Data exploration.srt (9.5 KB)
- 02 - Preparing Customer Data for Predictions for Machine Learning.mp4 (17.7 MB)
- 02 - Preparing Customer Data for Predictions for Machine Learning.srt (6.3 KB)
- 03 - Training data pipeline.mp4 (13.4 MB)
- 03 - Training data pipeline.srt (13.0 KB)
- 04 - Building Classification Pipelines in Python.mp4 (28.3 MB)
- 04 - Building Classification Pipelines in Python.srt (9.1 KB)
- 05 - Model fitting.mp4 (13.3 MB)
- 05 - Model fitting.srt (12.7 KB)
- 06 - Model metrics.mp4 (10.1 MB)
- 06 - Model metrics.srt (9.9 KB)
- 07 - Training Purchase Prediction Models.mp4 (24.8 MB)
- 07 - Training Purchase Prediction Models.srt (6.6 KB)
- 01 - Data exploration.mp4 (3.6 MB)
- 01 - Data exploration.srt (4.4 KB)
- 02 - Setting up your Coding Environment.mp4 (11.8 MB)
- 02 - Setting up your Coding Environment.srt (4.1 KB)
- 03 - Setting up LLMs.mp4 (7.4 MB)
- 03 - Setting up LLMs.srt (9.1 KB)
- 04 - Deploy AI Web Apps using Streamlit.mp4 (11.0 MB)
- 04 - Deploy AI Web Apps using Streamlit.srt (5.1 KB)
- 05 - Run an AI Chatbot from Explore California Dataset.mp4 (8.4 MB)
- 05 - Run an AI Chatbot from Explore California Dataset.srt (4.1 KB)
- 06 - Improving GenAI performance.mp4 (6.4 MB)
- 06 - Improving GenAI performance.srt (6.9 KB)
- 07 - Bringing It All Together Improving your Chatbot with ML.mp4 (28.8 MB)
- 07 - Bringing It All Together Improving your Chatbot with ML.srt (13.1 KB)
- 01 - Next steps.mp4 (3.5 MB)
- 01 - Next steps.srt (2.2 KB)
- Bonus Resources.txt (0.1 KB)
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