This course is designed for the people who want to learn and build careers in the field of Data Science.
Data science has become a key industry driver in the global job and opportunity market. A career in data science is something that many people are aspiring and preparing for. Statistics lies at the core of data science. This course is designed to help people learn the essentials statistics and Big Data for the advancement of their career in the field of Data Science.
What you’ll learn
- Concept of Data Science.
- Statistics And Its Applications.
- Describing Data.
- Distribution.
- Measure Of Central Tendency.
- Measure Of Dispersion.
- Skewness And kurtosis.
- Box And Whisker Plot, Scatter Plot And Correlation Coefficient.
- Basic Statistics And Visualizing Data With Python.
- Missing Data Imputation.
- Statistical Estimation.
- Characteristics Of A Good Point Estimator.
- MLE, Least Square, MVUE.
- Test Of Hypothesis.
- Normality Test.
- One-way And Two-way ANOVA.
- Contingency Table.
- Big Data Fundamentals.
- Hadoop Fundamentals.
- HDFS Fundamentals.
- Apache Spark Fundamentals.
- Big Data on Cloud.
Course Content
- Basic Statistics –> 8 lectures • 52min.
- Dealing With Missing Data –> 2 lectures • 15min.
- Statistical Inference –> 3 lectures • 19min.
- Test Of Hypothesis –> 4 lectures • 27min.
- ANOVA –> 4 lectures • 17min.
- Contingency Tables –> 2 lectures • 13min.
- Introduction To Big Data –> 3 lectures • 14min.
- Fundamentals Of Hadoop –> 3 lectures • 16min.
- Fundamentals Of HDFS –> 4 lectures • 10min.
- Fundamentals Of Apache Spark –> 4 lectures • 7min.
Requirements
- You will need to have a computer or a mobile handset with an internet connection.
Data science has become a key industry driver in the global job and opportunity market. A career in data science is something that many people are aspiring and preparing for. Statistics lies at the core of data science. This course is designed to help people learn the essentials statistics and Big Data for the advancement of their career in the field of Data Science.
Spotle
Spotle is an AI-powered career platform where you are automatically matched with the relevant opportunities and skills for the advancement of your career. Targeted at the highly mobile millennial and Gen-Z population, Spotle provides a dynamic and agile platform to discover career choices matched to your life goals.
Spotle as a company brings together a solid pool of machine learning, data science experts; The experts who have built the very complex Spotle Recommendation Engine that runs at the core of Spotle platform to match you to your most relevant career choices; The experts who are passionate about machine learning, data science; The experts who are keen on sharing their knowledge for the advancement of this field.
Spotle courses gives you a unique opportunity to learn from and practice with the experts who are progressing with the field as the field itself is constantly growing.