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[ WebToolTip.com ] Udemy - Welcome To Data Science
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
VISITOR COMMENTS (0 )
FILE LIST
Filename
Size
~Get Your Files Here !/1 - What is all the fuss about Data Science/1 -Promotional Video.mp4
34.4 MB
~Get Your Files Here !/1 - What is all the fuss about Data Science/2 - Course Curriculum.html
11.1 KB
~Get Your Files Here !/1 - What is all the fuss about Data Science/2 - What is all the fuss about Data Science.html
20.8 KB
~Get Your Files Here !/1 - What is all the fuss about Data Science/2 -Introduction to Data Science.mp4
107.5 MB
~Get Your Files Here !/1 - What is all the fuss about Data Science/3 -Introduction to Statistics and Machine learning in Data Science.mp4
90.2 MB
~Get Your Files Here !/1 - What is all the fuss about Data Science/4 - Important Notice!.html
3.2 KB
~Get Your Files Here !/1 - What is all the fuss about Data Science/4 -Programming Languages, Domain Knowledge & Skills Required in Data Science.mp4
103.2 MB
~Get Your Files Here !/1 - What is all the fuss about Data Science/5 -Deep Dive into Machine Learning & Statistics in Data Science.mp4
70.3 MB
~Get Your Files Here !/1 - What is all the fuss about Data Science/6 - Machine Learning & Statistics in Data Science.html
7.1 KB
~Get Your Files Here !/1 - What is all the fuss about Data Science/6 -Impact of Data Science on Society & Business.mp4
122.2 MB
~Get Your Files Here !/1 - What is all the fuss about Data Science/7 -Explainable AI (XAI) & AI Ethics.mp4
129.4 MB
~Get Your Files Here !/1 - What is all the fuss about Data Science/8 -Section Completed!.mp4
4.7 MB
~Get Your Files Here !/2 - The Pillars of Data Science/1 - Programming & Software engineering principles.html
21.5 KB
~Get Your Files Here !/2 - The Pillars of Data Science/1 -Learning Framework.mp4
154.1 MB
~Get Your Files Here !/2 - The Pillars of Data Science/2 - Calculus In Data Science.html
4.1 KB
~Get Your Files Here !/2 - The Pillars of Data Science/2 - Essential Concepts.html
7.6 KB
~Get Your Files Here !/2 - The Pillars of Data Science/2 - Probability and Statistics Essentials.html
5.3 KB
~Get Your Files Here !/2 - The Pillars of Data Science/2 - Python Basics & Libraries.html
7.2 KB
~Get Your Files Here !/2 - The Pillars of Data Science/2 -Welcome to Pandas NumPy Matplotlib Seaborn.mp4
58 MB
~Get Your Files Here !/2 - The Pillars of Data Science/3 - Data Visualization with Matplotlib.html
4.8 KB
~Get Your Files Here !/2 - The Pillars of Data Science/3 - Data Visualization with Seaborn.html
4.6 KB
~Get Your Files Here !/2 - The Pillars of Data Science/3 - Introduction to Algorithms.html
50.5 KB
~Get Your Files Here !/2 - The Pillars of Data Science/3 - NumPy and Pandas for Data Manipulation.html
7.1 KB
~Get Your Files Here !/2 - The Pillars of Data Science/3 -Introduction to building an algorithm with Python (Basic).mp4
220.8 MB
~Get Your Files Here !/2 - The Pillars of Data Science/4 - Can we go Deeper Into EDA.html
6.8 KB
~Get Your Files Here !/2 - The Pillars of Data Science/4 - Important Notice!.html
3 KB
~Get Your Files Here !/2 - The Pillars of Data Science/4 - Introduction to EDA.html
2.4 KB
~Get Your Files Here !/2 - The Pillars of Data Science/4 -An Actual EDA.mp4
409.4 MB
~Get Your Files Here !/2 - The Pillars of Data Science/5 - Design, implement, and deploy an end-to-end AI solution.html
8.4 KB
~Get Your Files Here !/2 - The Pillars of Data Science/5 - Introduction to PyTorch Fundamentals.html
6.1 KB
~Get Your Files Here !/2 - The Pillars of Data Science/5 - Introduction to Scikit-learn.html
6.6 KB
~Get Your Files Here !/2 - The Pillars of Data Science/5 - Introduction to TensorFlow and Keras.html
6.2 KB
~Get Your Files Here !/2 - The Pillars of Data Science/5 - The Future Of EDA with Machine Learning.html
7.5 KB
~Get Your Files Here !/2 - The Pillars of Data Science/5 -Beginner End to End Tutorial Project.mp4
427.1 MB
~Get Your Files Here !/2 - The Pillars of Data Science/6 -Section Completed!.mp4
4.7 MB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/1 - Python in Machine learning.html
5.4 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/1 - The History of Machine Learning.html
8.2 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/1 - What is machine Learning.html
10 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/1 -Mathematics for Machine Learning.mp4
130 MB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/2 - Algebra for Machine Learning.html
7.6 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/2 - Introduction to Supervised learning.html
8.7 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/2 - Mathematics In MLAI.html
8.7 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/2 -Supervised learning.mp4
102 MB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/3 - Introduction to Unsupervised Learning.html
10.3 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/3 -Unsupervised Learning.mp4
189.2 MB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/4 - What is deep Learning.html
8.9 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/4 -Deep learning.mp4
119.5 MB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/5 - Ensemble Methods (Random Forests, Gradient Boosting).html
9.8 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/5 - Hyperparameter Optimization in AIML.html
7.2 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/5 - Introduction To Convolutional Neural Networks (CNNs).html
7.1 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/5 - Introduction To Recurrent Neural Networks (RNNs) and LSTMs.html
7 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/5 - Reinforcement Learning.html
9 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/5 - Stil An Important Notice!.html
8 KB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/5 -End to end Python walkthrough tutorial.mp4
511.5 MB
~Get Your Files Here !/3 - Machine learning, Deep learning & Artificial Intelligence in Data science/6 -Section Completed.mp4
4.7 MB
~Get Your Files Here !/4 - Introduction To large language models and foundation models/1 - Ethical Considerations in AI.html
7.5 KB
~Get Your Files Here !/4 - Introduction To large language models and foundation models/1 - Fine-tuning Pre-trained Models.html
8.4 KB
~Get Your Files Here !/4 - Introduction To large language models and foundation models/1 - Introduction to LLMs and Foundation Models.html
8.9 KB
~Get Your Files Here !/4 - Introduction To large language models and foundation models/1 - Prompt Engineering and Few-shot Learning.html
9.5 KB
~Get Your Files Here !/4 - Introduction To large language models and foundation models/1 - Transformers.html
8.7 KB
~Get Your Files Here !/4 - Introduction To large language models and foundation models/1 -Section Completed!.mp4
4.7 MB
~Get Your Files Here !/5 - Roles in Data Science/1 - Major Roles in Data Science.html
54.2 KB
~Get Your Files Here !/5 - Roles in Data Science/1 -What is a Data Scientist.mp4
67.8 MB
~Get Your Files Here !/5 - Roles in Data Science/2 - The Role of AI Engineers vs. Data Scientists.html
20.5 KB
~Get Your Files Here !/5 - Roles in Data Science/2 -What is an Artificial intelligence Engineer.mp4
73 MB
~Get Your Files Here !/5 - Roles in Data Science/3 -What is a Machine Learning Engineer.mp4
85.3 MB
~Get Your Files Here !/5 - Roles in Data Science/4 - Future of Roles In Machine Learning.html
6 KB
~Get Your Files Here !/5 - Roles in Data Science/4 -What is a Data Engineer.mp4
99 MB
~Get Your Files Here !/6 - This is where we part way/1 -Parting Thoughts from Course Instructor.mp4
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