Michael Segaline Data Scientist and Media LION’s Post

𝗪𝗮𝗻𝘁 𝘁𝗼 𝗯𝗲𝗰𝗼𝗺𝗲 𝗮 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝘁𝗶𝘀𝘁 𝗶𝗻 𝟮𝟬𝟮𝟰? Learn these 7 core skills to master data science in 2024: 1/ 𝗣𝘆𝘁𝗵𝗼𝗻 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 Start with Python, the most popular language in data science. Learn libraries like NumPy, pandas, and Matplotlib to handle data, perform analysis, and visualize insights. 2/ 𝗗𝗮𝘁𝗮 𝗖𝗹𝗲𝗮𝗻𝗶𝗻𝗴 & 𝗣𝗿𝗲𝗽𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴 Garbage in, garbage out. Learn techniques like handling missing data, encoding categorical variables, and scaling features to clean and prepare datasets for modeling. 3/ 𝗦𝘁𝗮𝘁𝗶𝘀𝘁𝗶𝗰𝘀 & 𝗣𝗿𝗼𝗯𝗮𝗯𝗶𝗹𝗶𝘁𝘆 Master descriptive statistics, hypothesis testing, and probability theory. This is critical to understanding the data and making data-driven decisions. 4/ 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗔𝗹𝗴𝗼𝗿𝗶𝘁𝗵𝗺𝘀 Learn regression, classification, clustering, and other fundamental algorithms. Start with Scikit-Learn and understand when to apply which algorithm. 5/ 𝗗𝗲𝗲𝗽 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 Get hands-on with neural networks, CNNs, and RNNs. Dive deep into frameworks like TensorFlow or PyTorch to build models for more complex problems. 6/ 𝗗𝗮𝘁𝗮 𝗩𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻 Learn to tell stories with data. Master tools like Matplotlib, Seaborn, or Plotly to create compelling visualizations that communicate your findings effectively. 7/ 𝗕𝗶𝗴 𝗗𝗮𝘁𝗮 𝗧𝗼𝗼𝗹𝘀 Learn to handle large datasets using tools like Hadoop and Spark. Understand how to process and analyze data in distributed computing environments. ⤷ What other skills are essential for data scientists in 2024? Drop your thoughts below ↓ Stay tuned for more! Follow, like, share, and repost this post. 𝗘𝗻𝗿𝗼𝗹𝗹 𝗡𝗼𝘄 𝗶𝗻 𝗢𝘂𝗿 𝗣𝗹𝗮𝗰𝗲𝗺𝗲𝗻𝘁 𝗥𝗲𝗮𝗱𝘆 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲:-https://lnkd.in/eZ9RyfVV #datascience #datascientist #programming