Statistics For Machine Learning By Spotle
Learn probability and statistics for data science and machine learning careers. This course covers topics like conditional probability, Bayesian theorem, and data visualization using Python. Boost your skills with Spotle’s AI-powered talent network.
What you’ll learn
- Probability
- Conditional Probability
- Bayes Theorem
- Random Variables
- Variance And Covariance
- Probability Distribution In Python
- Measuring Central Tendency
- Skewness and Kurtosis
- Basic Statistics And Data Visualization Using Python
- Missing Data Imputation
- Statistical Estimation
- Overview Of Artificial Intelligence
- Overview Of Machine Learning
- Overview Of Data Science
- Types Of Machine Learning
- Supervised And Unsupervised Machine Learning
- Semi-supervised Machine Learning
- Reinforcement Learning
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Data science, machine learning have become key industry drivers in the global job and opportunity market. And statistics is at the core of data science and machine learning. This course with lectures from industry experts and Ivy League academics will help students, recent graduates and young professionals learn statistics and focus deeper in their data science, machine learning careers ahead.
In this course you will learn:
Probability
Conditional probability
Bayes Theorem
Random variables
Probability distribution
Probability distribution using Python programming language
Measuring central tendency
Measuring skewness and kurtosis
Basic statistics and data visualization using python
Statistical estimation
Missing data imputation
Overview of artificial intelligence, machine learning and data science
Types of machine learning
Spotle
Spotle is an AI-powered talent network matching you to the relevant career path in real-time. Targeted at the highly mobile millennial and Gen-Z workforce, Spotle provides a dynamic and agile platform to discover career choices matched to your life goals.
The AI pulls your professional data, analyses your career goals and automatically finds the right networks, career paths and opportunities for you. Think of it as your AI-enabled assistant working 24/7 to help your career grow. Powered by a mix of NLP, predictive modelling and machine learning Spotle crunches all your professional data in the background and automatically discovers for you the right opportunities, networks and career resources for you. Spotle is focused on students and young professionals in the early stages of their career and we understand how important it is for you to have a solid start. The Spotle Learn platform aggregates learnings and content from top academics and industry practitioners and helps you build your skill through an adaptive learning path.
For companies or employers, Spotle uses deep matching to instantly surface the right talents you will want to hire. It simplifies the entire hiring process through AI-powered candidate matching. Your talent pipelining becomes easy as Spotle recommends potential hires based on your hiring goals and lets you engage with passive candidates who are not actively applying to jobs right now. It gives you a periscopic view into campus talents through leaderboards and innovative skill points.
Spotle reaches over 20,000 Recruiters and a million plus students and young professionals. The company works with leading campuses and companies to craft the right career matches.
Who this course is for:
- Anyone who wants to learn probability and statistics
- Anyone who wants to start a career in data science, machine learning
