| 1 - Ethical Considerations in AI.html | 7.5 KB | ||
| 1 - Fine-tuning Pre-trained Models.html | 8.4 KB | ||
| 1 - Introduction to LLMs and Foundation Models.html | 8.9 KB | ||
| 1 - Major Roles in Data Science.html | 54.2 KB | ||
| 1 - Programming & Software engineering principles.html | 21.5 KB | ||
| 1 - Prompt Engineering and Few-shot Learning.html | 9.5 KB | ||
| 1 - Python in Machine learning.html | 5.4 KB | ||
| 1 - The History of Machine Learning.html | 8.2 KB | ||
| 1 - Transformers.html | 8.7 KB | ||
| 1 - What is machine Learning.html | 10 KB | ||
| 1 -Change How You Job Search How AI Platforms Are Matching Opportunities to Your Skills.url | 102.4 B | ||
| 1 -Learning Framework.mp4 | 154.1 MB | ||
| 1 -LinkedIn's Professional Dominance in South Africa How LinkedIn's algorithm affects career development.url | 102.4 B | ||
| 1 -Mathematics for Machine Learning.mp4 | 130 MB | ||
| 1 -Parting Thoughts from Course Instructor.mp4 | 364.2 MB | ||
| 1 -Promotional Video.mp4 | 34.4 MB | ||
| 1 -Section Completed!.mp4 | 4.7 MB | ||
| 1 -The Power of Personal Branding in the Digital Age Productizing Yourself in South Africa and the African Context.url | 102.4 B | ||
| 1 -What is Your Digital First Impression.url | 102.4 B | ||
| 1 -What is a Data Scientist.mp4 | 67.8 MB | ||
| 1 -What's all the fuss about Data science; What is it & Why transition into Data science.url | 102.4 B | ||
| 2 - Algebra for Machine Learning.html | 7.6 KB | ||
| 2 - Calculus In Data Science.html | 4.1 KB | ||
| 2 - Course Curriculum.html | 11.1 KB | ||
| 2 - Essential Concepts.html | 7.6 KB | ||
| 2 - Introduction to Supervised learning.html | 8.7 KB | ||
| 2 - Mathematics In MLAI.html | 8.7 KB | ||
| 2 - Probability and Statistics Essentials.html | 5.3 KB | ||
| 2 - Python Basics & Libraries.html | 7.2 KB | ||
| 2 - The Role of AI Engineers vs. Data Scientists.html | 20.5 KB | ||
| 2 - What is all the fuss about Data Science.html | 20.8 KB | ||
| 2 -Introduction to Data Science.mp4 | 107.5 MB | ||
| 2 -Supervised learning.mp4 | 102 MB | ||
| 2 -Welcome to Pandas NumPy Matplotlib Seaborn.mp4 | 58 MB | ||
| 2 -What is an Artificial intelligence Engineer.mp4 | 73 MB | ||
| 3 - Data Visualization with Matplotlib.html | 4.8 KB | ||
| 3 - Data Visualization with Seaborn.html | 4.6 KB | ||
| 3 - Introduction to Algorithms.html | 50.5 KB | ||
| 3 - Introduction to Unsupervised Learning.html | 10.3 KB | ||
| 3 - NumPy and Pandas for Data Manipulation.html | 7.1 KB | ||
| 3 -Introduction to Statistics and Machine learning in Data Science.mp4 | 90.2 MB | ||
| 3 -Introduction to building an algorithm with Python (Basic).mp4 | 220.8 MB | ||
| 3 -Unsupervised Learning.mp4 | 189.2 MB | ||
| 3 -What is a Machine Learning Engineer.mp4 | 85.3 MB | ||
| 4 - Can we go Deeper Into EDA.html | 6.8 KB | ||
| 4 - Future of Roles In Machine Learning.html | 6 KB | ||
| 4 - Important Notice!.html | 3 KB | ||
| 4 - Introduction to EDA.html | 2.4 KB | ||
| 4 - What is deep Learning.html | 8.9 KB | ||
| 4 -An Actual EDA.mp4 | 409.4 MB | ||
| 4 -Deep learning.mp4 | 119.5 MB | ||
| 4 -Programming Languages, Domain Knowledge & Skills Required in Data Science.mp4 | 103.2 MB | ||
| 4 -What is a Data Engineer.mp4 | 99 MB | ||
| 5 - Design, implement, and deploy an end-to-end AI solution.html | 8.4 KB | ||
| 5 - Ensemble Methods (Random Forests, Gradient Boosting).html | 9.8 KB | ||
| 5 - Hyperparameter Optimization in AIML.html | 7.2 KB | ||
| 5 - Introduction To Convolutional Neural Networks (CNNs).html | 7.1 KB | ||
| 5 - Introduction To Recurrent Neural Networks (RNNs) and LSTMs.html | 7 KB | ||
| 5 - Introduction to PyTorch Fundamentals.html | 6.1 KB | ||
| 5 - Introduction to Scikit-learn.html | 6.6 KB | ||
| 5 - Introduction to TensorFlow and Keras.html | 6.2 KB | ||
| 5 - Reinforcement Learning.html | 9 KB | ||
| 5 - Stil An Important Notice!.html | 8 KB | ||
| 5 - The Future Of EDA with Machine Learning.html | 7.5 KB | ||
| 5 -Beginner End to End Tutorial Project.mp4 | 427.1 MB | ||
| 5 -Deep Dive into Machine Learning & Statistics in Data Science.mp4 | 70.3 MB | ||
| 5 -End to end Python walkthrough tutorial.mp4 | 511.5 MB | ||
| 6 - Machine Learning & Statistics in Data Science.html | 7.1 KB | ||
| 6 -Impact of Data Science on Society & Business.mp4 | 122.2 MB | ||
| 6 -Section Completed!.mp4 | 4.7 MB | ||
| 6 -Section Completed.mp4 | 4.7 MB | ||
| 7 -Explainable AI (XAI) & AI Ethics.mp4 | 129.4 MB | ||
| 8 -Section Completed!.mp4 | 4.7 MB | ||
| Bonus Resources.txt | 102.4 B | ||
| Find-me-on-YouTube.url | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 77 total files | |||
Welcome To Data Science
https://WebToolTip.com
Published 7/2025
Created by Lubula Paul Chikwekwe
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 69 Lectures ( 7h 9m ) | Size: 3.6 GB
Master the Fundamentals of Data Science - From Core Concepts to Career Paths in the Data Science Revolution
What you'll learn
Application of Algorithms in Data Science: learners will be capable of applying algorithms in the field of data science.
Machine Learning Fundamentals: Introduction to machine learning concepts & Deep learning
Understand Python for Machine Learning: Students will gain proficiency in using Python and essential libraries (such as NumPy, Pandas, and Matplotlib etc)
Exploratory Data Analysis (EDA): Gain skills in analyzing datasets to discover patterns, trends, and insights.
Proficiency in Implementing Algorithms: Learners will gain proficiency in implementing algorithms in programming, specifically using Python.
Explore Advanced Topics and Ethical Considerations: Participants will explore advanced machine learning topics
Algorithm Design Techniques: Delve into different algorithm design paradigms such as divide and conquer, dynamic programming, and greedy methods.
Understand the Machine Learning Pipeline & Its components
Understand & Experience in Model Training, Deployment, & Operational Best Practices
Requirements
Desire to Learn and research
Beginners in Programming and Data Science
Interest in Data Science, Machine Learning& Artificial Intelligence
| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
|
Udemy - 50 Career and Self Development Tips - Welcome to the New You! Posted by
freecoursewb in Other
|
463.8 MB | freecoursewb | 1 year | 17 | 2 |
|
Udemy - Simple Javascript: Learn by Doing, Beginners Welcome! [Course Drive] Posted by
coursedrive in Other
|
292.4 MB | coursedrive | 6 years | 3 | 1 |
| 310.6 MB | Fclab | 7 years | 9 | 4 | |
| 299.3 MB | CourseClub | 7 years | 5 | 1 |
All Comments