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| 1 -Change How You Job Search How AI Platforms Are Matching Opportunities to Your Skills.url |
125B |
| 1 - Ethical Considerations in AI.html |
7.47KB |
| 1 - Fine-tuning Pre-trained Models.html |
8.41KB |
| 1 - Introduction to LLMs and Foundation Models.html |
8.93KB |
| 1 -Learning Framework.mp4 |
154.12MB |
| 1 -LinkedIn's Professional Dominance in South Africa How LinkedIn's algorithm affects career development.url |
126B |
| 1 - Major Roles in Data Science.html |
54.15KB |
| 1 -Mathematics for Machine Learning.mp4 |
129.97MB |
| 1 -Parting Thoughts from Course Instructor.mp4 |
364.16MB |
| 1 - Programming & Software engineering principles.html |
21.46KB |
| 1 -Promotional Video.mp4 |
34.36MB |
| 1 - Prompt Engineering and Few-shot Learning.html |
9.49KB |
| 1 - Python in Machine learning.html |
5.42KB |
| 1 -Section Completed!.mp4 |
4.75MB |
| 1 - The History of Machine Learning.html |
8.23KB |
| 1 -The Power of Personal Branding in the Digital Age Productizing Yourself in South Africa and the African Context.url |
124B |
| 1 - Transformers.html |
8.65KB |
| 1 -What's all the fuss about Data science; What is it & Why transition into Data science.url |
129B |
| 1 -What is a Data Scientist.mp4 |
67.77MB |
| 1 - What is machine Learning.html |
9.98KB |
| 1 -What is Your Digital First Impression.url |
116B |
| 2 - Algebra for Machine Learning.html |
7.64KB |
| 2 - Calculus In Data Science.html |
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| 2 - Course Curriculum.html |
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| 2 - Essential Concepts.html |
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| 2 -Introduction to Data Science.mp4 |
107.53MB |
| 2 - Introduction to Supervised learning.html |
8.72KB |
| 2 - Mathematics In MLAI.html |
8.74KB |
| 2 - Probability and Statistics Essentials.html |
5.35KB |
| 2 - Python Basics & Libraries.html |
7.16KB |
| 2 -Supervised learning.mp4 |
101.99MB |
| 2 - The Role of AI Engineers vs. Data Scientists.html |
20.47KB |
| 2 -Welcome to Pandas NumPy Matplotlib Seaborn.mp4 |
58.00MB |
| 2 - What is all the fuss about Data Science.html |
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| 2 -What is an Artificial intelligence Engineer.mp4 |
72.99MB |
| 3 - Data Visualization with Matplotlib.html |
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| 3 - Data Visualization with Seaborn.html |
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| 3 - Introduction to Algorithms.html |
50.46KB |
| 3 -Introduction to building an algorithm with Python (Basic).mp4 |
220.82MB |
| 3 -Introduction to Statistics and Machine learning in Data Science.mp4 |
90.23MB |
| 3 - Introduction to Unsupervised Learning.html |
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| 3 - NumPy and Pandas for Data Manipulation.html |
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| 3 -Unsupervised Learning.mp4 |
189.19MB |
| 3 -What is a Machine Learning Engineer.mp4 |
85.31MB |
| 4 -An Actual EDA.mp4 |
409.36MB |
| 4 - Can we go Deeper Into EDA.html |
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| 4 -Deep learning.mp4 |
119.53MB |
| 4 - Future of Roles In Machine Learning.html |
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| 4 - Important Notice!.html |
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| 4 - Important Notice!.html |
2.96KB |
| 4 - Introduction to EDA.html |
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| 4 -Programming Languages, Domain Knowledge & Skills Required in Data Science.mp4 |
103.19MB |
| 4 -What is a Data Engineer.mp4 |
98.96MB |
| 4 - What is deep Learning.html |
8.89KB |
| 5 -Beginner End to End Tutorial Project.mp4 |
427.13MB |
| 5 -Deep Dive into Machine Learning & Statistics in Data Science.mp4 |
70.26MB |
| 5 - Design, implement, and deploy an end-to-end AI solution.html |
8.40KB |
| 5 -End to end Python walkthrough tutorial.mp4 |
511.51MB |
| 5 - Ensemble Methods (Random Forests, Gradient Boosting).html |
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| 5 - Hyperparameter Optimization in AIML.html |
7.21KB |
| 5 - Introduction To Convolutional Neural Networks (CNNs).html |
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| 5 - Introduction to PyTorch Fundamentals.html |
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| 5 - Introduction To Recurrent Neural Networks (RNNs) and LSTMs.html |
6.99KB |
| 5 - Introduction to Scikit-learn.html |
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| 5 - Introduction to TensorFlow and Keras.html |
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| 5 - Reinforcement Learning.html |
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| 5 - Stil An Important Notice!.html |
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| 5 - The Future Of EDA with Machine Learning.html |
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| 6 -Impact of Data Science on Society & Business.mp4 |
122.16MB |
| 6 - Machine Learning & Statistics in Data Science.html |
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| 6 -Section Completed!.mp4 |
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| 6 -Section Completed.mp4 |
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| 7 -Explainable AI (XAI) & AI Ethics.mp4 |
129.36MB |
| 8 -Section Completed!.mp4 |
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| Bonus Resources.txt |
70B |
| Find-me-on-YouTube.url |
79B |
| Get Bonus Downloads Here.url |
180B |