WebToolTip com Udemy Welcome To Data Science

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/.../1 - What is all the fuss about Data Science/

1 -Promotional Video.mp4

2 - Course Curriculum.html

2 - What is all the fuss about Data Science.html

2 -Introduction to Data Science.mp4

3 -Introduction to Statistics and Machine learning in Data Science.mp4

4 - Important Notice!.html

4 -Programming Languages, Domain Knowledge & Skills Required in Data Science.mp4

5 -Deep Dive into Machine Learning & Statistics in Data Science.mp4

6 - Machine Learning & Statistics in Data Science.html

6 -Impact of Data Science on Society & Business.mp4

7 -Explainable AI (XAI) & AI Ethics.mp4

8 -Section Completed!.mp4

Find-me-on-YouTube.url

/.../2 - The Pillars of Data Science/

1 - Programming & Software engineering principles.html

1 -Learning Framework.mp4

2 - Calculus In Data Science.html

2 - Essential Concepts.html

2 - Probability and Statistics Essentials.html

2 - Python Basics & Libraries.html

2 -Welcome to Pandas NumPy Matplotlib Seaborn.mp4

3 - Data Visualization with Matplotlib.html

3 - Data Visualization with Seaborn.html

3 - Introduction to Algorithms.html

3 - NumPy and Pandas for Data Manipulation.html

3 -Introduction to building an algorithm with Python (Basic).mp4

4 - Can we go Deeper Into EDA.html

4 - Important Notice!.html

4 - Introduction to EDA.html

4 -An Actual EDA.mp4

5 - Design, implement, and deploy an end-to-end AI solution.html

5 - Introduction to PyTorch Fundamentals.html

5 - Introduction to Scikit-learn.html

5 - Introduction to TensorFlow and Keras.html

5 - The Future Of EDA with Machine Learning.html

5 -Beginner End to End Tutorial Project.mp4

6 -Section Completed!.mp4

/.../3 - Machine learning, Deep learning & Artificial Intelligence in Data science/

1 - Python in Machine learning.html

1 - The History of Machine Learning.html

1 - What is machine Learning.html

1 -Mathematics for Machine Learning.mp4

2 - Algebra for Machine Learning.html

2 - Introduction to Supervised learning.html

2 - Mathematics In MLAI.html

2 -Supervised learning.mp4

3 - Introduction to Unsupervised Learning.html

3 -Unsupervised Learning.mp4

4 - What is deep Learning.html

4 -Deep learning.mp4

5 - Ensemble Methods (Random Forests, Gradient Boosting).html

5 - Hyperparameter Optimization in AIML.html

5 - Introduction To Convolutional Neural Networks (CNNs).html

5 - Introduction To Recurrent Neural Networks (RNNs) and LSTMs.html

5 - Reinforcement Learning.html

5 - Stil An Important Notice!.html

5 -End to end Python walkthrough tutorial.mp4

6 -Section Completed.mp4

/.../4 - Introduction To large language models and foundation models/

1 - Ethical Considerations in AI.html

1 - Fine-tuning Pre-trained Models.html

1 - Introduction to LLMs and Foundation Models.html

1 - Prompt Engineering and Few-shot Learning.html

1 - Transformers.html

1 -Section Completed!.mp4

/.../5 - Roles in Data Science/

1 - Major Roles in Data Science.html

1 -What is a Data Scientist.mp4

2 - The Role of AI Engineers vs. Data Scientists.html

2 -What is an Artificial intelligence Engineer.mp4

3 -What is a Machine Learning Engineer.mp4

4 - Future of Roles In Machine Learning.html

4 -What is a Data Engineer.mp4

/.../6 - This is where we part way/

1 -Change How You Job Search How AI Platforms Are Matching Opportunities to Your Skills.url

1 -LinkedIn's Professional Dominance in South Africa How LinkedIn's algorithm affects career development.url

1 -Parting Thoughts from Course Instructor.mp4

1 -The Power of Personal Branding in the Digital Age Productizing Yourself in South Africa and the African Context.url

1 -What is Your Digital First Impression.url

1 -What's all the fuss about Data science; What is it & Why transition into Data science.url

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Bonus Resources.txt

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