A-Z Maths for Data Science.

🧮 Dive into the World of Maths for Data Science!

🚀 Course Title: A-Z Maths for Data Science

🎓 Course Headline: Learn about Linear Algebra, Probability, Statistics, and more through solved examples and intuition!

Course Description:

🌟 A-Z MATHS FOR DATA SCIENCE IS SET UP TO MAKE LEARNING FUN AND EASY

Embark on a comprehensive learning journey with our 100+ lesson course that spans over 23+ hours of high-quality video and text explanations. This meticulously organized course covers the essentials of Maths in Data Science, from Linear Algebra to Probability, Statistics, and beyond. Each topic is thoughtfully categorized into sections for an efficient learning experience:

✅ Linear Algebra

• Understanding lines and equations
• Exploring vectors and their operations
• Diving into matrices and their manipulations

✅ Data Types

• Discussing random variables, both discrete and continuous
• Categorizing data types: categorical, numerical, nominal, ordinal, qualitative, and quantitative

✅ Data Visualization

• Mastering bar graphs, pie charts, histograms, and box plots to interpret data effectively

✅ Data Analysis

• Calculating mean, median, and mode
• Understanding interquartile range (IQR) and box-and-whisker plots

✅ Data Distributions

• Analyzing standard deviation, variance, coefficient of variation, Covariance, and Normal distributions
• Exploring specific distributions like Uniform, Log Normal, Pareto, Normal, Binomial, Bernoulli

✅ Advanced Topics

• Grasping Chi Square distribution and Goodness of Fit
• Learning about the Central Limit Theorem
• Understanding Hypothesis Testing and its significance

✅ Probability

• Differentiating union vs. intersection, independent vs. dependent events, and applying Bayes' theorem
• Comprehending the Total Law of Probability

✅ Statistical Inference

• Delving into inferential statistics and p-values
• Learning about expected value and its implications

In Every Section:

🎬 We will start with the basics and ensure you grasp the intuition behind each topic.

📹 Enjoy video lectures that explain concepts through numerous real-life examples, ensuring the concept is well understood.

📑 Watch walked-through examples to see various ways of formulating and solving problems.

➕ Build your knowledge logically, with each new concept carefully tied back to what you've learned before.

Additional Perks:

✅ Lifetime Access to the course material – learn at your own pace!

✅ Friendly Support in the Q&A section for all your queries and doubts.

✅ Udemy Certificate of Completion available upon finishing the course.

🔄 Take advantage of our 30-day money-back guarantee – if you're not satisfied, we have you covered!

Ready to transform your data science skills with solid mathematical foundations? 🚀 Enroll in "A-Z Maths for Data Science" today and join a community of learners on an exciting educational adventure. Let's demystify maths together and unlock the power of data science! 🌟